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automated browser tests

pull/193/head
Vladimir Mandic 2021-09-20 22:06:49 -04:00
parent 081fb7b49f
commit 3b126db819
31 changed files with 456 additions and 6823 deletions
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7
CHANGELOG.md
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@ -9,8 +9,13 @@
## Changelog
### **HEAD -> main** 2021/09/19 mandic00@live.com
### **HEAD -> main** 2021/09/20 mandic00@live.com
- initial automated browser tests
### **origin/main** 2021/09/20 mandic00@live.com
- more automated tests
- added configuration validation
- prevent validation failed on some model combinations
- webgl exception handling

4
dist/human.esm-nobundle.js vendored
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@ -4472,7 +4472,7 @@ function process2(input, config3) {
throw new Error("input type is not recognized");
}
if (input instanceof tfjs_esm_exports.Tensor) {
if (input.isDisposed)
if (input["isDisposedInternal"])
throw new Error("input tensor is disposed");
if (input.shape && input.shape.length === 4 && input.shape[0] === 1 && input.shape[3] === 3)
tensor3 = tfjs_esm_exports.clone(input);
@ -4711,7 +4711,7 @@ async function get() {
env.node = typeof process !== "undefined";
env.worker = env.browser ? typeof WorkerGlobalScope !== "undefined" : void 0;
env.tfjs.version = tfjs_esm_exports.version_core;
env.offscreen = typeof env.offscreen === "undefined" ? typeof OffscreenCanvas !== void 0 : env.offscreen;
env.offscreen = typeof env.offscreen === "undefined" ? typeof OffscreenCanvas !== "undefined" : env.offscreen;
if (typeof navigator !== "undefined") {
const raw = navigator.userAgent.match(/\(([^()]+)\)/g);
if (raw && raw[0]) {

4
dist/human.esm-nobundle.js.map vendored
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File diff suppressed because one or more lines are too long

4
dist/human.esm.js vendored
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@ -64529,7 +64529,7 @@ function process2(input2, config3) {
throw new Error("input type is not recognized");
}
if (input2 instanceof Tensor) {
if (input2.isDisposed)
if (input2["isDisposedInternal"])
throw new Error("input tensor is disposed");
if (input2.shape && input2.shape.length === 4 && input2.shape[0] === 1 && input2.shape[3] === 3)
tensor2 = clone(input2);
@ -64768,7 +64768,7 @@ async function get3() {
env2.node = typeof process !== "undefined";
env2.worker = env2.browser ? typeof WorkerGlobalScope !== "undefined" : void 0;
env2.tfjs.version = version;
env2.offscreen = typeof env2.offscreen === "undefined" ? typeof OffscreenCanvas !== void 0 : env2.offscreen;
env2.offscreen = typeof env2.offscreen === "undefined" ? typeof OffscreenCanvas !== "undefined" : env2.offscreen;
if (typeof navigator !== "undefined") {
const raw = navigator.userAgent.match(/\(([^()]+)\)/g);
if (raw && raw[0]) {

4
dist/human.esm.js.map vendored
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File diff suppressed because one or more lines are too long

2
dist/human.js vendored
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File diff suppressed because one or more lines are too long

4
dist/human.node-gpu.js vendored
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@ -4506,7 +4506,7 @@ function process2(input, config3) {
throw new Error("input type is not recognized");
}
if (input instanceof tf3.Tensor) {
if (input.isDisposed)
if (input["isDisposedInternal"])
throw new Error("input tensor is disposed");
if (input.shape && input.shape.length === 4 && input.shape[0] === 1 && input.shape[3] === 3)
tensor3 = tf3.clone(input);
@ -4745,7 +4745,7 @@ async function get() {
env.node = typeof process !== "undefined";
env.worker = env.browser ? typeof WorkerGlobalScope !== "undefined" : void 0;
env.tfjs.version = tf4.version_core;
env.offscreen = typeof env.offscreen === "undefined" ? typeof OffscreenCanvas !== void 0 : env.offscreen;
env.offscreen = typeof env.offscreen === "undefined" ? typeof OffscreenCanvas !== "undefined" : env.offscreen;
if (typeof navigator !== "undefined") {
const raw = navigator.userAgent.match(/\(([^()]+)\)/g);
if (raw && raw[0]) {

4
dist/human.node-wasm.js vendored
View File

@ -4507,7 +4507,7 @@ function process2(input, config3) {
throw new Error("input type is not recognized");
}
if (input instanceof tf3.Tensor) {
if (input.isDisposed)
if (input["isDisposedInternal"])
throw new Error("input tensor is disposed");
if (input.shape && input.shape.length === 4 && input.shape[0] === 1 && input.shape[3] === 3)
tensor3 = tf3.clone(input);
@ -4746,7 +4746,7 @@ async function get() {
env.node = typeof process !== "undefined";
env.worker = env.browser ? typeof WorkerGlobalScope !== "undefined" : void 0;
env.tfjs.version = tf4.version_core;
env.offscreen = typeof env.offscreen === "undefined" ? typeof OffscreenCanvas !== void 0 : env.offscreen;
env.offscreen = typeof env.offscreen === "undefined" ? typeof OffscreenCanvas !== "undefined" : env.offscreen;
if (typeof navigator !== "undefined") {
const raw = navigator.userAgent.match(/\(([^()]+)\)/g);
if (raw && raw[0]) {

4
dist/human.node.js vendored
View File

@ -4506,7 +4506,7 @@ function process2(input, config3) {
throw new Error("input type is not recognized");
}
if (input instanceof tf3.Tensor) {
if (input.isDisposed)
if (input["isDisposedInternal"])
throw new Error("input tensor is disposed");
if (input.shape && input.shape.length === 4 && input.shape[0] === 1 && input.shape[3] === 3)
tensor3 = tf3.clone(input);
@ -4745,7 +4745,7 @@ async function get() {
env.node = typeof process !== "undefined";
env.worker = env.browser ? typeof WorkerGlobalScope !== "undefined" : void 0;
env.tfjs.version = tf4.version_core;
env.offscreen = typeof env.offscreen === "undefined" ? typeof OffscreenCanvas !== void 0 : env.offscreen;
env.offscreen = typeof env.offscreen === "undefined" ? typeof OffscreenCanvas !== "undefined" : env.offscreen;
if (typeof navigator !== "undefined") {
const raw = navigator.userAgent.match(/\(([^()]+)\)/g);
if (raw && raw[0]) {

2
src/env.ts
View File

@ -132,7 +132,7 @@ export async function get() {
env.tfjs.version = tf.version_core;
// offscreencanvas supported?
env.offscreen = typeof env.offscreen === 'undefined' ? typeof OffscreenCanvas !== undefined : env.offscreen;
env.offscreen = typeof env.offscreen === 'undefined' ? typeof OffscreenCanvas !== 'undefined' : env.offscreen;
// get platform and agent
if (typeof navigator !== 'undefined') {
const raw = navigator.userAgent.match(/\(([^()]+)\)/g);

6
src/image/image.ts
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@ -63,9 +63,9 @@ export function process(input: Input, config: Config): { tensor: Tensor | null,
}
if (input instanceof tf.Tensor) {
// if input is tensor, use as-is
if (input.isDisposed) throw new Error('input tensor is disposed');
if ((input as unknown as Tensor).shape && (input as unknown as Tensor).shape.length === 4 && (input as unknown as Tensor).shape[0] === 1 && (input as unknown as Tensor).shape[3] === 3) tensor = tf.clone(input);
else throw new Error(`input tensor shape must be [1, height, width, 3] and instead was ${(input as unknown as Tensor).shape}`);
if ((input as Tensor)['isDisposedInternal']) throw new Error('input tensor is disposed');
if ((input as Tensor).shape && (input as Tensor).shape.length === 4 && (input as unknown as Tensor).shape[0] === 1 && (input as unknown as Tensor).shape[3] === 3) tensor = tf.clone(input);
else throw new Error(`input tensor shape must be [1, height, width, 3] and instead was ${(input as Tensor).shape}`);
} else {
// check if resizing will be needed
if (typeof input['readyState'] !== 'undefined' && input['readyState'] <= 2) {

6754
test/build.log
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362
test/test.log
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@ -183,3 +183,365 @@
2021-09-20 21:59:49 INFO:  test-node.js test complete: 31407 ms
2021-09-20 21:59:49 INFO: 
2021-09-20 21:59:49 INFO:  test-node-gpu.js start
2021-09-20 21:59:50 WARN:  test-node-gpu.js stderr: 2021-09-20 21:59:50.063405: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libcudart.so.11.0'; dlerror: libcudart.so.11.0: cannot open shared object file: No such file or directory
2021-09-20 21:59:50 WARN:  test-node-gpu.js stderr: 2021-09-20 21:59:50.114116: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libcuda.so.1'; dlerror: libcuda.so.1: cannot open shared object file: No such file or directory
2021-09-20 21:59:50 WARN:  test-node-gpu.js stderr: 2021-09-20 21:59:50.114173: I tensorflow/stream_executor/cuda/cuda_diagnostics.cc:156] kernel driver does not appear to be running on this host (wyse): /proc/driver/nvidia/version does not exist
2021-09-20 21:59:50 STATE: test-node-gpu.js passed: configuration default validation []
2021-09-20 21:59:50 STATE: test-node-gpu.js passed: configuration invalid validation [{"reason":"unknown property","where":"config.invalid = true"}]
2021-09-20 21:59:50 STATE: test-node-gpu.js passed: models loaded 14 7
2021-09-20 21:59:50 STATE: test-node-gpu.js passed: create human
2021-09-20 21:59:50 INFO:  test-node-gpu.js human version: 2.2.2
2021-09-20 21:59:50 INFO:  test-node-gpu.js platform: linux x64 agent: NodeJS v16.5.0
2021-09-20 21:59:50 INFO:  test-node-gpu.js tfjs version: 3.9.0
2021-09-20 21:59:50 STATE: test-node-gpu.js passed: set backend: tensorflow
2021-09-20 21:59:50 STATE: test-node-gpu.js tensors 1456
2021-09-20 21:59:50 STATE: test-node-gpu.js passed: load models
2021-09-20 21:59:50 STATE: test-node-gpu.js result: defined models: 14 loaded models: 7
2021-09-20 21:59:50 STATE: test-node-gpu.js passed: warmup: none default
2021-09-20 21:59:50 STATE: test-node-gpu.js passed: warmup none result match
2021-09-20 21:59:50 STATE: test-node-gpu.js event: image
2021-09-20 21:59:51 STATE: test-node-gpu.js event: detect
2021-09-20 21:59:51 STATE: test-node-gpu.js event: warmup
2021-09-20 21:59:51 STATE: test-node-gpu.js passed: warmup: face default
2021-09-20 21:59:51 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"score":1,"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.42,"keypoints":4}
2021-09-20 21:59:51 DATA:  test-node-gpu.js result: performance: load: 297 total: 976
2021-09-20 21:59:51 STATE: test-node-gpu.js passed: warmup face result match
2021-09-20 21:59:51 STATE: test-node-gpu.js event: image
2021-09-20 21:59:52 STATE: test-node-gpu.js event: detect
2021-09-20 21:59:52 STATE: test-node-gpu.js event: warmup
2021-09-20 21:59:52 STATE: test-node-gpu.js passed: warmup: body default
2021-09-20 21:59:52 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"score":1,"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17}
2021-09-20 21:59:52 DATA:  test-node-gpu.js result: performance: load: 297 total: 1044
2021-09-20 21:59:52 STATE: test-node-gpu.js passed: warmup body result match
2021-09-20 21:59:52 INFO:  test-node-gpu.js test default
2021-09-20 21:59:53 STATE: test-node-gpu.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864}
2021-09-20 21:59:53 STATE: test-node-gpu.js event: image
2021-09-20 21:59:54 STATE: test-node-gpu.js event: detect
2021-09-20 21:59:54 STATE: test-node-gpu.js passed: detect: samples/ai-body.jpg default
2021-09-20 21:59:54 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"score":1,"age":28.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17}
2021-09-20 21:59:54 DATA:  test-node-gpu.js result: performance: load: 297 total: 1231
2021-09-20 21:59:54 STATE: test-node-gpu.js passed: default result face match
2021-09-20 21:59:54 INFO:  test-node-gpu.js test sync
2021-09-20 21:59:55 STATE: test-node-gpu.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864}
2021-09-20 21:59:55 STATE: test-node-gpu.js event: image
2021-09-20 21:59:56 STATE: test-node-gpu.js event: detect
2021-09-20 21:59:56 STATE: test-node-gpu.js passed: detect: samples/ai-body.jpg default
2021-09-20 21:59:56 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"score":1,"age":28.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17}
2021-09-20 21:59:56 DATA:  test-node-gpu.js result: performance: load: 297 total: 1443
2021-09-20 21:59:56 STATE: test-node-gpu.js passed: default sync
2021-09-20 21:59:57 STATE: test-node-gpu.js passed: load image: samples/ai-face.jpg [1,256,256,3] {"checksum":34696120}
2021-09-20 21:59:57 STATE: test-node-gpu.js passed: image input null [1,256,256,3]
2021-09-20 21:59:57 STATE: test-node-gpu.js passed: invalid input {"error":"could not convert input to tensor"}
2021-09-20 21:59:57 INFO:  test-node-gpu.js test face similarity
2021-09-20 21:59:57 STATE: test-node-gpu.js passed: load image: samples/ai-face.jpg [1,256,256,3] {"checksum":34696120}
2021-09-20 21:59:57 STATE: test-node-gpu.js event: image
2021-09-20 21:59:57 STATE: test-node-gpu.js event: detect
2021-09-20 21:59:57 STATE: test-node-gpu.js passed: detect: samples/ai-face.jpg default
2021-09-20 21:59:57 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"score":1,"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":4}
2021-09-20 21:59:57 DATA:  test-node-gpu.js result: performance: load: 297 total: 806
2021-09-20 21:59:58 STATE: test-node-gpu.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864}
2021-09-20 21:59:58 STATE: test-node-gpu.js event: image
2021-09-20 21:59:59 STATE: test-node-gpu.js event: detect
2021-09-20 21:59:59 STATE: test-node-gpu.js passed: detect: samples/ai-body.jpg default
2021-09-20 21:59:59 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"score":1,"age":28.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17}
2021-09-20 21:59:59 DATA:  test-node-gpu.js result: performance: load: 297 total: 943
2021-09-20 21:59:59 STATE: test-node-gpu.js passed: load image: samples/ai-upper.jpg [1,720,688,3] {"checksum":151289040}
2021-09-20 21:59:59 STATE: test-node-gpu.js event: image
2021-09-20 22:00:00 STATE: test-node-gpu.js event: detect
2021-09-20 22:00:00 STATE: test-node-gpu.js passed: detect: samples/ai-upper.jpg default
2021-09-20 22:00:00 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"score":1,"age":29.5,"gender":"female"} {"score":0.71,"class":"person"} {"score":0.69,"keypoints":10}
2021-09-20 22:00:00 DATA:  test-node-gpu.js result: performance: load: 297 total: 732
2021-09-20 22:00:00 STATE: test-node-gpu.js passed: face descriptor
2021-09-20 22:00:00 STATE: test-node-gpu.js passed: face similarity
2021-09-20 22:00:00 INFO:  test-node-gpu.js test face matching
2021-09-20 22:00:00 STATE: test-node-gpu.js passed: face database 102
2021-09-20 22:00:00 STATE: test-node-gpu.js passed: face match {"first":{"name":"ai face","similarity":0.7679640257895076}} {"second":{"name":"ai face","similarity":0.5102876185668009}} {"third":{"name":"ai upper","similarity":0.7726724047990643}}
2021-09-20 22:00:00 INFO:  test-node-gpu.js test object
2021-09-20 22:00:01 STATE: test-node-gpu.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864}
2021-09-20 22:00:01 STATE: test-node-gpu.js event: image
2021-09-20 22:00:02 STATE: test-node-gpu.js event: detect
2021-09-20 22:00:02 STATE: test-node-gpu.js passed: detect: samples/ai-body.jpg default
2021-09-20 22:00:02 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"score":1,"age":28.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17}
2021-09-20 22:00:02 DATA:  test-node-gpu.js result: performance: load: 297 total: 947
2021-09-20 22:00:02 STATE: test-node-gpu.js passed: object result match
2021-09-20 22:00:02 INFO:  test-node-gpu.js test sensitive
2021-09-20 22:00:03 STATE: test-node-gpu.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864}
2021-09-20 22:00:03 STATE: test-node-gpu.js event: image
2021-09-20 22:00:05 STATE: test-node-gpu.js event: detect
2021-09-20 22:00:05 STATE: test-node-gpu.js passed: detect: samples/ai-body.jpg default
2021-09-20 22:00:05 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 3 gesture: 9 object: 1 person: 1 {"score":1,"age":28.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17}
2021-09-20 22:00:05 DATA:  test-node-gpu.js result: performance: load: 297 total: 1642
2021-09-20 22:00:05 STATE: test-node-gpu.js passed: sensitive result match
2021-09-20 22:00:05 STATE: test-node-gpu.js passed: sensitive face result match
2021-09-20 22:00:05 STATE: test-node-gpu.js passed: sensitive body result match
2021-09-20 22:00:05 STATE: test-node-gpu.js passed: sensitive hand result match
2021-09-20 22:00:05 INFO:  test-node-gpu.js test detectors
2021-09-20 22:00:05 STATE: test-node-gpu.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864}
2021-09-20 22:00:05 STATE: test-node-gpu.js event: image
2021-09-20 22:00:06 STATE: test-node-gpu.js event: detect
2021-09-20 22:00:06 STATE: test-node-gpu.js passed: detect: samples/ai-body.jpg default
2021-09-20 22:00:06 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 1 gesture: 1 object: 1 person: 1 {"score":0.93} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17}
2021-09-20 22:00:06 DATA:  test-node-gpu.js result: performance: load: 297 total: 568
2021-09-20 22:00:06 STATE: test-node-gpu.js passed: detector result face match
2021-09-20 22:00:06 STATE: test-node-gpu.js passed: detector result hand match
2021-09-20 22:00:06 INFO:  test-node-gpu.js test body variants
2021-09-20 22:00:07 STATE: test-node-gpu.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864}
2021-09-20 22:00:07 STATE: test-node-gpu.js event: image
2021-09-20 22:00:08 STATE: test-node-gpu.js event: detect
2021-09-20 22:00:08 STATE: test-node-gpu.js passed: detect: samples/ai-body.jpg posenet
2021-09-20 22:00:08 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 1 gesture: 1 object: 1 person: 1 {"score":0.93} {"score":0.72,"class":"person"} {"score":0.91,"keypoints":17}
2021-09-20 22:00:08 DATA:  test-node-gpu.js result: performance: load: 297 total: 674
2021-09-20 22:00:08 STATE: test-node-gpu.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864}
2021-09-20 22:00:08 STATE: test-node-gpu.js event: image
2021-09-20 22:00:09 STATE: test-node-gpu.js event: detect
2021-09-20 22:00:09 STATE: test-node-gpu.js passed: detect: samples/ai-body.jpg movenet
2021-09-20 22:00:09 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 1 gesture: 1 object: 1 person: 1 {"score":0.93} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17}
2021-09-20 22:00:09 DATA:  test-node-gpu.js result: performance: load: 297 total: 655
2021-09-20 22:00:09 STATE: test-node-gpu.js event: image
2021-09-20 22:00:10 STATE: test-node-gpu.js event: detect
2021-09-20 22:00:10 STATE: test-node-gpu.js passed: detect: random default
2021-09-20 22:00:10 DATA:  test-node-gpu.js result: face: 0 body: 1 hand: 1 gesture: 1 object: 0 person: 0 {} {} {"score":0.08,"keypoints":17}
2021-09-20 22:00:10 DATA:  test-node-gpu.js result: performance: load: 297 total: 592
2021-09-20 22:00:10 INFO:  test-node-gpu.js test: first instance
2021-09-20 22:00:10 STATE: test-node-gpu.js passed: load image: samples/ai-upper.jpg [1,720,688,3] {"checksum":151289040}
2021-09-20 22:00:11 STATE: test-node-gpu.js passed: detect: samples/ai-upper.jpg default
2021-09-20 22:00:11 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 1 object: 1 person: 1 {"score":0.96} {"score":0.71,"class":"person"} {"score":0.69,"keypoints":10}
2021-09-20 22:00:11 DATA:  test-node-gpu.js result: performance: load: 4 total: 594
2021-09-20 22:00:11 INFO:  test-node-gpu.js test: second instance
2021-09-20 22:00:11 STATE: test-node-gpu.js passed: load image: samples/ai-upper.jpg [1,720,688,3] {"checksum":151289040}
2021-09-20 22:00:12 STATE: test-node-gpu.js passed: detect: samples/ai-upper.jpg default
2021-09-20 22:00:12 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 1 object: 1 person: 1 {"score":0.96} {"score":0.71,"class":"person"} {"score":0.69,"keypoints":10}
2021-09-20 22:00:12 DATA:  test-node-gpu.js result: performance: load: 3 total: 584
2021-09-20 22:00:12 INFO:  test-node-gpu.js test: concurrent
2021-09-20 22:00:12 STATE: test-node-gpu.js passed: load image: samples/ai-face.jpg [1,256,256,3] {"checksum":34696120}
2021-09-20 22:00:12 STATE: test-node-gpu.js passed: load image: samples/ai-face.jpg [1,256,256,3] {"checksum":34696120}
2021-09-20 22:00:12 STATE: test-node-gpu.js passed: load image: samples/ai-face.jpg [1,256,256,3] {"checksum":34696120}
2021-09-20 22:00:13 STATE: test-node-gpu.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864}
2021-09-20 22:00:13 STATE: test-node-gpu.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864}
2021-09-20 22:00:14 STATE: test-node-gpu.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864}
2021-09-20 22:00:15 STATE: test-node-gpu.js passed: load image: samples/ai-upper.jpg [1,720,688,3] {"checksum":151289040}
2021-09-20 22:00:15 STATE: test-node-gpu.js passed: load image: samples/ai-upper.jpg [1,720,688,3] {"checksum":151289040}
2021-09-20 22:00:15 STATE: test-node-gpu.js passed: load image: samples/ai-upper.jpg [1,720,688,3] {"checksum":151289040}
2021-09-20 22:00:15 STATE: test-node-gpu.js event: image
2021-09-20 22:00:15 STATE: test-node-gpu.js event: image
2021-09-20 22:00:15 STATE: test-node-gpu.js event: image
2021-09-20 22:00:20 STATE: test-node-gpu.js event: detect
2021-09-20 22:00:20 STATE: test-node-gpu.js event: detect
2021-09-20 22:00:20 STATE: test-node-gpu.js passed: detect: samples/ai-face.jpg default
2021-09-20 22:00:20 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 1 object: 1 person: 1 {"score":0.91} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":10}
2021-09-20 22:00:20 DATA:  test-node-gpu.js result: performance: load: 297 total: 5019
2021-09-20 22:00:20 STATE: test-node-gpu.js passed: detect: samples/ai-face.jpg default
2021-09-20 22:00:20 DATA:  test-node-gpu.js result: face: 2 body: 1 hand: 0 gesture: 1 object: 1 person: 2 {"score":0.91} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":10}
2021-09-20 22:00:20 DATA:  test-node-gpu.js result: performance: load: 4 total: 5019
2021-09-20 22:00:20 STATE: test-node-gpu.js passed: detect: samples/ai-face.jpg default
2021-09-20 22:00:20 DATA:  test-node-gpu.js result: face: 3 body: 1 hand: 0 gesture: 1 object: 1 person: 3 {"score":0.91} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":10}
2021-09-20 22:00:20 DATA:  test-node-gpu.js result: performance: load: 3 total: 5019
2021-09-20 22:00:20 STATE: test-node-gpu.js passed: detect: samples/ai-upper.jpg default
2021-09-20 22:00:20 DATA:  test-node-gpu.js result: face: 7 body: 1 hand: 0 gesture: 1 object: 1 person: 7 {"score":0.91} {"score":0.71,"class":"person"} {"score":0.69,"keypoints":10}
2021-09-20 22:00:20 DATA:  test-node-gpu.js result: performance: load: 297 total: 5019
2021-09-20 22:00:20 STATE: test-node-gpu.js passed: detect: samples/ai-upper.jpg default
2021-09-20 22:00:20 DATA:  test-node-gpu.js result: face: 8 body: 1 hand: 0 gesture: 1 object: 1 person: 8 {"score":0.91} {"score":0.71,"class":"person"} {"score":0.69,"keypoints":10}
2021-09-20 22:00:20 DATA:  test-node-gpu.js result: performance: load: 4 total: 5019
2021-09-20 22:00:20 STATE: test-node-gpu.js passed: detect: samples/ai-upper.jpg default
2021-09-20 22:00:20 DATA:  test-node-gpu.js result: face: 9 body: 1 hand: 0 gesture: 1 object: 1 person: 9 {"score":0.91} {"score":0.71,"class":"person"} {"score":0.69,"keypoints":10}
2021-09-20 22:00:20 DATA:  test-node-gpu.js result: performance: load: 3 total: 5019
2021-09-20 22:00:20 STATE: test-node-gpu.js event: detect
2021-09-20 22:00:20 STATE: test-node-gpu.js passed: detect: samples/ai-body.jpg default
2021-09-20 22:00:20 DATA:  test-node-gpu.js result: face: 4 body: 1 hand: 1 gesture: 1 object: 1 person: 4 {"score":0.91} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":10}
2021-09-20 22:00:20 DATA:  test-node-gpu.js result: performance: load: 297 total: 5023
2021-09-20 22:00:20 STATE: test-node-gpu.js passed: detect: samples/ai-body.jpg default
2021-09-20 22:00:20 DATA:  test-node-gpu.js result: face: 5 body: 1 hand: 1 gesture: 1 object: 1 person: 5 {"score":0.91} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":10}
2021-09-20 22:00:20 DATA:  test-node-gpu.js result: performance: load: 4 total: 5023
2021-09-20 22:00:20 STATE: test-node-gpu.js passed: detect: samples/ai-body.jpg default
2021-09-20 22:00:20 DATA:  test-node-gpu.js result: face: 6 body: 1 hand: 1 gesture: 1 object: 1 person: 6 {"score":0.91} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":10}
2021-09-20 22:00:20 DATA:  test-node-gpu.js result: performance: load: 3 total: 5023
2021-09-20 22:00:20 STATE: test-node-gpu.js event: image
2021-09-20 22:00:21 STATE: test-node-gpu.js event: detect
2021-09-20 22:00:21 STATE: test-node-gpu.js passed: monkey patch
2021-09-20 22:00:21 STATE: test-node-gpu.js passed: segmentation [256,256]
2021-09-20 22:00:21 STATE: test-node-gpu.js passeed: no memory leak
2021-09-20 22:00:21 STATE: test-node-gpu.js passeed: equal usage
2021-09-20 22:00:21 INFO:  test-node-gpu.js events: {"image":17,"detect":17,"warmup":2}
2021-09-20 22:00:21 INFO:  test-node-gpu.js test complete: 31298 ms
2021-09-20 22:00:21 INFO: 
2021-09-20 22:00:21 INFO:  test-node-wasm.js start
2021-09-20 22:00:22 STATE: test-node-wasm.js passed: model server: https://vladmandic.github.io/human/models/
2021-09-20 22:00:22 STATE: test-node-wasm.js passed: configuration default validation []
2021-09-20 22:00:22 STATE: test-node-wasm.js passed: configuration invalid validation [{"reason":"unknown property","where":"config.invalid = true"}]
2021-09-20 22:00:25 STATE: test-node-wasm.js passed: models loaded 14 7
2021-09-20 22:00:25 STATE: test-node-wasm.js passed: create human
2021-09-20 22:00:25 INFO:  test-node-wasm.js human version: 2.2.2
2021-09-20 22:00:25 INFO:  test-node-wasm.js platform: linux x64 agent: NodeJS v16.5.0
2021-09-20 22:00:25 INFO:  test-node-wasm.js tfjs version: 3.9.0
2021-09-20 22:00:25 STATE: test-node-wasm.js passed: set backend: wasm
2021-09-20 22:00:25 STATE: test-node-wasm.js tensors 1456
2021-09-20 22:00:25 STATE: test-node-wasm.js passed: load models
2021-09-20 22:00:25 STATE: test-node-wasm.js result: defined models: 14 loaded models: 7
2021-09-20 22:00:25 STATE: test-node-wasm.js passed: warmup: none default
2021-09-20 22:00:25 STATE: test-node-wasm.js passed: warmup none result match
2021-09-20 22:00:25 STATE: test-node-wasm.js event: image
2021-09-20 22:00:26 STATE: test-node-wasm.js event: detect
2021-09-20 22:00:26 STATE: test-node-wasm.js event: warmup
2021-09-20 22:00:26 STATE: test-node-wasm.js passed: warmup: face default
2021-09-20 22:00:26 DATA:  test-node-wasm.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"score":1,"age":23.6,"gender":"female"} {} {"score":0.47,"keypoints":4}
2021-09-20 22:00:26 DATA:  test-node-wasm.js result: performance: load: 3283 total: 1091
2021-09-20 22:00:26 STATE: test-node-wasm.js passed: warmup face result match
2021-09-20 22:00:30 STATE: test-node-wasm.js event: image
2021-09-20 22:00:31 STATE: test-node-wasm.js event: detect
2021-09-20 22:00:31 STATE: test-node-wasm.js event: warmup
2021-09-20 22:00:31 STATE: test-node-wasm.js passed: warmup: body default
2021-09-20 22:00:31 DATA:  test-node-wasm.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"score":1,"age":28.5,"gender":"female"} {} {"score":0.92,"keypoints":17}
2021-09-20 22:00:31 DATA:  test-node-wasm.js result: performance: load: 3283 total: 2656
2021-09-20 22:00:31 STATE: test-node-wasm.js passed: warmup body result match
2021-09-20 22:00:31 INFO:  test-node-wasm.js test default
2021-09-20 22:00:32 STATE: test-node-wasm.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856}
2021-09-20 22:00:34 STATE: test-node-wasm.js event: image
2021-09-20 22:00:35 STATE: test-node-wasm.js event: detect
2021-09-20 22:00:35 STATE: test-node-wasm.js passed: detect: samples/ai-body.jpg default
2021-09-20 22:00:35 DATA:  test-node-wasm.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"score":1,"age":28.5,"gender":"female"} {} {"score":0.92,"keypoints":17}
2021-09-20 22:00:35 DATA:  test-node-wasm.js result: performance: load: 3283 total: 2573
2021-09-20 22:00:35 STATE: test-node-wasm.js passed: default result face match
2021-09-20 22:00:35 INFO:  test-node-wasm.js test sync
2021-09-20 22:00:36 STATE: test-node-wasm.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856}
2021-09-20 22:00:38 STATE: test-node-wasm.js event: image
2021-09-20 22:00:39 STATE: test-node-wasm.js event: detect
2021-09-20 22:00:39 STATE: test-node-wasm.js passed: detect: samples/ai-body.jpg default
2021-09-20 22:00:39 DATA:  test-node-wasm.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"score":1,"age":28.5,"gender":"female"} {} {"score":0.92,"keypoints":17}
2021-09-20 22:00:39 DATA:  test-node-wasm.js result: performance: load: 3283 total: 2576
2021-09-20 22:00:39 STATE: test-node-wasm.js passed: default sync
2021-09-20 22:00:39 STATE: test-node-wasm.js passed: load image: samples/ai-face.jpg [1,256,256,3] {"checksum":34697856}
2021-09-20 22:00:39 STATE: test-node-wasm.js passed: image input null [1,256,256,3]
2021-09-20 22:00:39 STATE: test-node-wasm.js passed: invalid input {"error":"could not convert input to tensor"}
2021-09-20 22:00:39 INFO:  test-node-wasm.js test face similarity
2021-09-20 22:00:39 STATE: test-node-wasm.js passed: load image: samples/ai-face.jpg [1,256,256,3] {"checksum":34697856}
2021-09-20 22:00:41 STATE: test-node-wasm.js event: image
2021-09-20 22:00:42 STATE: test-node-wasm.js event: detect
2021-09-20 22:00:42 STATE: test-node-wasm.js passed: detect: samples/ai-face.jpg default
2021-09-20 22:00:42 DATA:  test-node-wasm.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"score":1,"age":28.5,"gender":"female"} {} {"score":0.92,"keypoints":17}
2021-09-20 22:00:42 DATA:  test-node-wasm.js result: performance: load: 3283 total: 2564
2021-09-20 22:00:43 STATE: test-node-wasm.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856}
2021-09-20 22:00:45 STATE: test-node-wasm.js event: image
2021-09-20 22:00:46 STATE: test-node-wasm.js event: detect
2021-09-20 22:00:46 STATE: test-node-wasm.js passed: detect: samples/ai-body.jpg default
2021-09-20 22:00:46 DATA:  test-node-wasm.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"score":1,"age":28.5,"gender":"female"} {} {"score":0.92,"keypoints":17}
2021-09-20 22:00:46 DATA:  test-node-wasm.js result: performance: load: 3283 total: 2546
2021-09-20 22:00:46 STATE: test-node-wasm.js passed: load image: samples/ai-upper.jpg [1,720,688,3] {"checksum":151155104}
2021-09-20 22:00:48 STATE: test-node-wasm.js event: image
2021-09-20 22:00:49 STATE: test-node-wasm.js event: detect
2021-09-20 22:00:49 STATE: test-node-wasm.js passed: detect: samples/ai-upper.jpg default
2021-09-20 22:00:49 DATA:  test-node-wasm.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"score":1,"age":28.5,"gender":"female"} {} {"score":0.92,"keypoints":17}
2021-09-20 22:00:49 DATA:  test-node-wasm.js result: performance: load: 3283 total: 2469
2021-09-20 22:00:49 STATE: test-node-wasm.js passed: face descriptor
2021-09-20 22:00:49 ERROR: test-node-wasm.js failed: face similarity 100 100 100
2021-09-20 22:00:49 INFO:  test-node-wasm.js test face matching
2021-09-20 22:00:49 STATE: test-node-wasm.js passed: face database 102
2021-09-20 22:00:49 STATE: test-node-wasm.js passed: face match {"first":{"name":"ai face","similarity":0.5102875790637588}} {"second":{"name":"ai face","similarity":0.5102875790637588}} {"third":{"name":"ai face","similarity":0.5102875790637588}}
2021-09-20 22:00:49 INFO:  test-node-wasm.js test object
2021-09-20 22:00:50 STATE: test-node-wasm.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856}
2021-09-20 22:00:52 STATE: test-node-wasm.js event: image
2021-09-20 22:00:53 STATE: test-node-wasm.js event: detect
2021-09-20 22:00:53 STATE: test-node-wasm.js passed: detect: samples/ai-body.jpg default
2021-09-20 22:00:53 DATA:  test-node-wasm.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"score":1,"age":28.5,"gender":"female"} {} {"score":0.92,"keypoints":17}
2021-09-20 22:00:53 DATA:  test-node-wasm.js result: performance: load: 3283 total: 2560
2021-09-20 22:00:53 ERROR: test-node-wasm.js failed: object result mismatch 0
2021-09-20 22:00:53 INFO:  test-node-wasm.js test sensitive
2021-09-20 22:00:55 STATE: test-node-wasm.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856}
2021-09-20 22:00:56 STATE: test-node-wasm.js event: image
2021-09-20 22:00:59 STATE: test-node-wasm.js event: detect
2021-09-20 22:00:59 STATE: test-node-wasm.js passed: detect: samples/ai-body.jpg default
2021-09-20 22:00:59 DATA:  test-node-wasm.js result: face: 1 body: 1 hand: 3 gesture: 9 object: 0 person: 1 {"score":1,"age":28.5,"gender":"female"} {} {"score":0.92,"keypoints":17}
2021-09-20 22:00:59 DATA:  test-node-wasm.js result: performance: load: 3283 total: 4070
2021-09-20 22:00:59 STATE: test-node-wasm.js passed: sensitive result match
2021-09-20 22:00:59 ERROR: test-node-wasm.js failed: sensitive face result mismatch 1 4 478 3 1024 9
2021-09-20 22:00:59 STATE: test-node-wasm.js passed: sensitive body result match
2021-09-20 22:00:59 STATE: test-node-wasm.js passed: sensitive hand result match
2021-09-20 22:00:59 INFO:  test-node-wasm.js test detectors
2021-09-20 22:01:00 STATE: test-node-wasm.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856}
2021-09-20 22:01:02 STATE: test-node-wasm.js event: image
2021-09-20 22:01:02 STATE: test-node-wasm.js event: detect
2021-09-20 22:01:02 STATE: test-node-wasm.js passed: detect: samples/ai-body.jpg default
2021-09-20 22:01:02 DATA:  test-node-wasm.js result: face: 1 body: 1 hand: 1 gesture: 1 object: 0 person: 1 {"score":0.93} {} {"score":0.92,"keypoints":17}
2021-09-20 22:01:02 DATA:  test-node-wasm.js result: performance: load: 3283 total: 1987
2021-09-20 22:01:02 STATE: test-node-wasm.js passed: detector result face match
2021-09-20 22:01:02 STATE: test-node-wasm.js passed: detector result hand match
2021-09-20 22:01:02 INFO:  test-node-wasm.js test body variants
2021-09-20 22:01:04 STATE: test-node-wasm.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856}
2021-09-20 22:01:06 STATE: test-node-wasm.js event: image
2021-09-20 22:01:06 STATE: test-node-wasm.js event: detect
2021-09-20 22:01:06 STATE: test-node-wasm.js passed: detect: samples/ai-body.jpg posenet
2021-09-20 22:01:06 DATA:  test-node-wasm.js result: face: 1 body: 1 hand: 1 gesture: 1 object: 0 person: 1 {"score":0.93} {} {"score":0.91,"keypoints":17}
2021-09-20 22:01:06 DATA:  test-node-wasm.js result: performance: load: 3283 total: 2130
2021-09-20 22:01:08 STATE: test-node-wasm.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856}
2021-09-20 22:01:10 STATE: test-node-wasm.js event: image
2021-09-20 22:01:10 STATE: test-node-wasm.js event: detect
2021-09-20 22:01:10 STATE: test-node-wasm.js passed: detect: samples/ai-body.jpg movenet
2021-09-20 22:01:10 DATA:  test-node-wasm.js result: face: 1 body: 1 hand: 1 gesture: 1 object: 0 person: 1 {"score":0.93} {} {"score":0.92,"keypoints":17}
2021-09-20 22:01:10 DATA:  test-node-wasm.js result: performance: load: 3283 total: 2053
2021-09-20 22:01:12 STATE: test-node-wasm.js event: image
2021-09-20 22:01:12 STATE: test-node-wasm.js event: detect
2021-09-20 22:01:12 STATE: test-node-wasm.js passed: detect: random default
2021-09-20 22:01:12 DATA:  test-node-wasm.js result: face: 1 body: 1 hand: 1 gesture: 1 object: 0 person: 1 {"score":0.93} {} {"score":0.92,"keypoints":17}
2021-09-20 22:01:12 DATA:  test-node-wasm.js result: performance: load: 3283 total: 2021
2021-09-20 22:01:12 INFO:  test-node-wasm.js test: first instance
2021-09-20 22:01:13 STATE: test-node-wasm.js passed: load image: samples/ai-upper.jpg [1,720,688,3] {"checksum":151155104}
2021-09-20 22:01:15 STATE: test-node-wasm.js passed: detect: samples/ai-upper.jpg default
2021-09-20 22:01:15 DATA:  test-node-wasm.js result: face: 1 body: 1 hand: 1 gesture: 1 object: 0 person: 1 {"score":0.93} {} {"score":0.92,"keypoints":17}
2021-09-20 22:01:15 DATA:  test-node-wasm.js result: performance: load: 3 total: 2083
2021-09-20 22:01:15 INFO:  test-node-wasm.js test: second instance
2021-09-20 22:01:15 STATE: test-node-wasm.js passed: load image: samples/ai-upper.jpg [1,720,688,3] {"checksum":151155104}
2021-09-20 22:01:17 STATE: test-node-wasm.js passed: detect: samples/ai-upper.jpg default
2021-09-20 22:01:17 DATA:  test-node-wasm.js result: face: 1 body: 1 hand: 1 gesture: 1 object: 0 person: 1 {"score":0.93} {} {"score":0.92,"keypoints":17}
2021-09-20 22:01:17 DATA:  test-node-wasm.js result: performance: load: 4 total: 1920
2021-09-20 22:01:17 INFO:  test-node-wasm.js test: concurrent
2021-09-20 22:01:18 STATE: test-node-wasm.js passed: load image: samples/ai-face.jpg [1,256,256,3] {"checksum":34697856}
2021-09-20 22:01:18 STATE: test-node-wasm.js passed: load image: samples/ai-face.jpg [1,256,256,3] {"checksum":34697856}
2021-09-20 22:01:18 STATE: test-node-wasm.js passed: load image: samples/ai-face.jpg [1,256,256,3] {"checksum":34697856}
2021-09-20 22:01:19 STATE: test-node-wasm.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856}
2021-09-20 22:01:21 STATE: test-node-wasm.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856}
2021-09-20 22:01:22 STATE: test-node-wasm.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856}
2021-09-20 22:01:23 STATE: test-node-wasm.js passed: load image: samples/ai-upper.jpg [1,720,688,3] {"checksum":151155104}
2021-09-20 22:01:23 STATE: test-node-wasm.js passed: load image: samples/ai-upper.jpg [1,720,688,3] {"checksum":151155104}
2021-09-20 22:01:24 STATE: test-node-wasm.js passed: load image: samples/ai-upper.jpg [1,720,688,3] {"checksum":151155104}
2021-09-20 22:01:26 STATE: test-node-wasm.js event: image
2021-09-20 22:01:31 STATE: test-node-wasm.js event: image
2021-09-20 22:01:35 STATE: test-node-wasm.js event: image
2021-09-20 22:01:42 STATE: test-node-wasm.js event: detect
2021-09-20 22:01:42 STATE: test-node-wasm.js event: detect
2021-09-20 22:01:42 STATE: test-node-wasm.js event: detect
2021-09-20 22:01:42 STATE: test-node-wasm.js passed: detect: samples/ai-face.jpg default
2021-09-20 22:01:42 DATA:  test-node-wasm.js result: face: 1 body: 1 hand: 1 gesture: 1 object: 0 person: 1 {"score":0.93} {} {"score":0.92,"keypoints":17}
2021-09-20 22:01:42 DATA:  test-node-wasm.js result: performance: load: 3283 total: 17894
2021-09-20 22:01:42 STATE: test-node-wasm.js passed: detect: samples/ai-face.jpg default
2021-09-20 22:01:42 DATA:  test-node-wasm.js result: face: 2 body: 1 hand: 1 gesture: 1 object: 0 person: 2 {"score":0.93} {} {"score":0.92,"keypoints":17}
2021-09-20 22:01:42 DATA:  test-node-wasm.js result: performance: load: 3 total: 17894
2021-09-20 22:01:42 STATE: test-node-wasm.js passed: detect: samples/ai-face.jpg default
2021-09-20 22:01:42 DATA:  test-node-wasm.js result: face: 3 body: 1 hand: 1 gesture: 1 object: 0 person: 3 {"score":0.93} {} {"score":0.92,"keypoints":17}
2021-09-20 22:01:42 DATA:  test-node-wasm.js result: performance: load: 4 total: 17894
2021-09-20 22:01:42 STATE: test-node-wasm.js passed: detect: samples/ai-body.jpg default
2021-09-20 22:01:42 DATA:  test-node-wasm.js result: face: 4 body: 1 hand: 1 gesture: 1 object: 0 person: 4 {"score":0.93} {} {"score":0.92,"keypoints":17}
2021-09-20 22:01:42 DATA:  test-node-wasm.js result: performance: load: 3283 total: 17894
2021-09-20 22:01:42 STATE: test-node-wasm.js passed: detect: samples/ai-body.jpg default
2021-09-20 22:01:42 DATA:  test-node-wasm.js result: face: 5 body: 1 hand: 1 gesture: 1 object: 0 person: 5 {"score":0.93} {} {"score":0.92,"keypoints":17}
2021-09-20 22:01:42 DATA:  test-node-wasm.js result: performance: load: 3 total: 17894
2021-09-20 22:01:42 STATE: test-node-wasm.js passed: detect: samples/ai-body.jpg default
2021-09-20 22:01:42 DATA:  test-node-wasm.js result: face: 6 body: 1 hand: 1 gesture: 1 object: 0 person: 6 {"score":0.93} {} {"score":0.92,"keypoints":17}
2021-09-20 22:01:42 DATA:  test-node-wasm.js result: performance: load: 4 total: 17894
2021-09-20 22:01:42 STATE: test-node-wasm.js passed: detect: samples/ai-upper.jpg default
2021-09-20 22:01:42 DATA:  test-node-wasm.js result: face: 7 body: 1 hand: 1 gesture: 1 object: 0 person: 7 {"score":0.93} {} {"score":0.92,"keypoints":17}
2021-09-20 22:01:42 DATA:  test-node-wasm.js result: performance: load: 3283 total: 17894
2021-09-20 22:01:42 STATE: test-node-wasm.js passed: detect: samples/ai-upper.jpg default
2021-09-20 22:01:42 DATA:  test-node-wasm.js result: face: 8 body: 1 hand: 1 gesture: 1 object: 0 person: 8 {"score":0.93} {} {"score":0.92,"keypoints":17}
2021-09-20 22:01:42 DATA:  test-node-wasm.js result: performance: load: 3 total: 17894
2021-09-20 22:01:42 STATE: test-node-wasm.js passed: detect: samples/ai-upper.jpg default
2021-09-20 22:01:42 DATA:  test-node-wasm.js result: face: 9 body: 1 hand: 1 gesture: 1 object: 0 person: 9 {"score":0.93} {} {"score":0.92,"keypoints":17}
2021-09-20 22:01:42 DATA:  test-node-wasm.js result: performance: load: 4 total: 17894
2021-09-20 22:01:42 STATE: test-node-wasm.js event: image
2021-09-20 22:01:42 STATE: test-node-wasm.js event: detect
2021-09-20 22:01:42 STATE: test-node-wasm.js passed: monkey patch
2021-09-20 22:01:43 STATE: test-node-wasm.js passed: segmentation [256,256]
2021-09-20 22:01:43 STATE: test-node-wasm.js passeed: no memory leak
2021-09-20 22:01:43 STATE: test-node-wasm.js passeed: equal usage
2021-09-20 22:01:43 INFO:  test-node-wasm.js events: {"image":17,"detect":17,"warmup":2}
2021-09-20 22:01:43 INFO:  test-node-wasm.js test complete: 80792 ms
2021-09-20 22:01:43 INFO: 
2021-09-20 22:01:43 INFO:  status: {"test-node.js":{"passed":73,"failed":0},"test-node-gpu.js":{"passed":73,"failed":0},"test-node-wasm.js":{"passed":71,"failed":3}}

28
test/wasm-error.js
View File

@ -1,28 +0,0 @@
const fs = require('fs');
const tf = require('@tensorflow/tfjs');
const wasm = require('@tensorflow/tfjs-backend-wasm');
async function main() {
wasm.setWasmPaths('node_modules/@tensorflow/tfjs-backend-wasm/dist/');
await tf.setBackend('wasm');
await tf.ready();
console.log('tfjs:', { version: tf.version_core, backend: tf.getBackend() });
const t = {};
const data = fs.readFileSync('dist/tfjs.esm.js.map');
for (let i = 0; i <= 22; i++) {
const arr = Array.from(data);
const size = 2 ** i;
arr.length = size;
t.i32 = tf.tensor(arr, [size], 'int32');
t.f32 = tf.tensor(arr, [size], 'float32');
t.sumI = tf.sum(t.i32);
t.sumF = tf.sum(t.f32);
const JS = arr.reduce((prev, curr) => prev += curr, 0);
const I32 = t.sumI.dataSync()[0];
const F32 = t.sumF.dataSync()[0];
console.log({ size, JS, I32, F32, ok: JS === I32 });
Object.keys(t).forEach((tensor) => tf.dispose(tensor));
}
}
main();

2
typedoc/assets/search.js
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File diff suppressed because one or more lines are too long

30
typedoc/classes/Human.html
View File

@ -26,7 +26,7 @@
<li>canvas: draw this.processed canvas which is a this.processed copy of the input</li>
<li>all: meta-function that performs: canvas, face, body, hand</li>
</ul>
</div></div><div class="tsd-type-declaration"><h4>Type declaration</h4><ul class="tsd-parameters"><li class="tsd-parameter"><h5>all<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span></h5></li><li class="tsd-parameter"><h5>body<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span></h5></li><li class="tsd-parameter"><h5>canvas<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span></h5></li><li class="tsd-parameter"><h5>face<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span></h5></li><li class="tsd-parameter"><h5>gesture<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span></h5></li><li class="tsd-parameter"><h5>hand<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span></h5></li><li class="tsd-parameter"><h5>object<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span></h5></li><li class="tsd-parameter"><h5>options<span class="tsd-signature-symbol">: </span><a href="../interfaces/DrawOptions.html" class="tsd-signature-type" data-tsd-kind="Interface">DrawOptions</a></h5></li><li class="tsd-parameter"><h5>person<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span></h5></li></ul></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class"><a name="env" class="tsd-anchor"></a><h3>env</h3><div class="tsd-signature tsd-kind-icon">env<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Env</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L106">human.ts:106</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
</div></div><div class="tsd-type-declaration"><h4>Type declaration</h4><ul class="tsd-parameters"><li class="tsd-parameter"><h5>all<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span></h5></li><li class="tsd-parameter"><h5>body<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span></h5></li><li class="tsd-parameter"><h5>canvas<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span></h5></li><li class="tsd-parameter"><h5>face<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span></h5></li><li class="tsd-parameter"><h5>gesture<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span></h5></li><li class="tsd-parameter"><h5>hand<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span></h5></li><li class="tsd-parameter"><h5>object<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span></h5></li><li class="tsd-parameter"><h5>options<span class="tsd-signature-symbol">: </span><a href="../interfaces/DrawOptions.html" class="tsd-signature-type" data-tsd-kind="Interface">DrawOptions</a></h5></li><li class="tsd-parameter"><h5>person<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span></h5></li></ul></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class"><a name="env" class="tsd-anchor"></a><h3>env</h3><div class="tsd-signature tsd-kind-icon">env<span class="tsd-signature-symbol">:</span> <a href="../index.html#Env" class="tsd-signature-type" data-tsd-kind="Type alias">Env</a></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L106">human.ts:106</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>Object containing environment information used for diagnostics</p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class"><a name="events" class="tsd-anchor"></a><h3>events</h3><div class="tsd-signature tsd-kind-icon">events<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">EventTarget</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L148">human.ts:148</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>Container for events dispatched by Human</p>
@ -62,7 +62,7 @@
</ul>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class"><a name="version" class="tsd-anchor"></a><h3>version</h3><div class="tsd-signature tsd-kind-icon">version<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L78">human.ts:78</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>Current version of Human library in <em>semver</em> format</p>
</div></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Methods</h2><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a name="detect" class="tsd-anchor"></a><h3>detect</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class"><li class="tsd-signature tsd-kind-icon">detect<span class="tsd-signature-symbol">(</span>input<span class="tsd-signature-symbol">: </span><a href="../index.html#Input" class="tsd-signature-type" data-tsd-kind="Type alias">Input</a>, userConfig<span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">Partial</span><span class="tsd-signature-symbol">&lt;</span><a href="../interfaces/Config.html" class="tsd-signature-type" data-tsd-kind="Interface">Config</a><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><a href="../index.html#Error" class="tsd-signature-type" data-tsd-kind="Type alias">Error</a><span class="tsd-signature-symbol"> | </span><a href="../interfaces/Result.html" class="tsd-signature-type" data-tsd-kind="Interface">Result</a><span class="tsd-signature-symbol">&gt;</span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L396">human.ts:396</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
</div></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Methods</h2><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a name="detect" class="tsd-anchor"></a><h3>detect</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class"><li class="tsd-signature tsd-kind-icon">detect<span class="tsd-signature-symbol">(</span>input<span class="tsd-signature-symbol">: </span><a href="../index.html#Input" class="tsd-signature-type" data-tsd-kind="Type alias">Input</a>, userConfig<span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">Partial</span><span class="tsd-signature-symbol">&lt;</span><a href="../interfaces/Config.html" class="tsd-signature-type" data-tsd-kind="Interface">Config</a><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><a href="../index.html#Error" class="tsd-signature-type" data-tsd-kind="Type alias">Error</a><span class="tsd-signature-symbol"> | </span><a href="../interfaces/Result.html" class="tsd-signature-type" data-tsd-kind="Interface">Result</a><span class="tsd-signature-symbol">&gt;</span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L402">human.ts:402</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>Main detection method</p>
<ul>
<li>Analyze configuration: <a href="../interfaces/Config.html">Config</a></li>
@ -71,51 +71,51 @@
<li>Process and return result: <a href="../interfaces/Result.html">Result</a></li>
</ul>
</div></div><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameters"><li><h5>input: <a href="../index.html#Input" class="tsd-signature-type" data-tsd-kind="Type alias">Input</a></h5></li><li><h5><span class="tsd-flag ts-flagOptional">Optional</span> userConfig: <span class="tsd-signature-type">Partial</span><span class="tsd-signature-symbol">&lt;</span><a href="../interfaces/Config.html" class="tsd-signature-type" data-tsd-kind="Interface">Config</a><span class="tsd-signature-symbol">&gt;</span></h5></li></ul><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><a href="../index.html#Error" class="tsd-signature-type" data-tsd-kind="Type alias">Error</a><span class="tsd-signature-symbol"> | </span><a href="../interfaces/Result.html" class="tsd-signature-type" data-tsd-kind="Interface">Result</a><span class="tsd-signature-symbol">&gt;</span></h4><div><p>result: <a href="../interfaces/Result.html">Result</a></p>
</div></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a name="enhance" class="tsd-anchor"></a><h3>enhance</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class"><li class="tsd-signature tsd-kind-icon">enhance<span class="tsd-signature-symbol">(</span>input<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Tensor</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">Rank</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Tensor</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">Rank</span><span class="tsd-signature-symbol">&gt;</span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L298">human.ts:298</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
</div></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a name="enhance" class="tsd-anchor"></a><h3>enhance</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class"><li class="tsd-signature tsd-kind-icon">enhance<span class="tsd-signature-symbol">(</span>input<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Tensor</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">Rank</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Tensor</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">Rank</span><span class="tsd-signature-symbol">&gt;</span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L302">human.ts:302</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>Enhance method performs additional enhacements to face image previously detected for futher processing</p>
</div></div><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameters"><li><h5>input: <span class="tsd-signature-type">Tensor</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">Rank</span><span class="tsd-signature-symbol">&gt;</span></h5></li></ul><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Tensor</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">Rank</span><span class="tsd-signature-symbol">&gt;</span></h4><div><p>Tensor</p>
</div></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a name="image" class="tsd-anchor"></a><h3>image</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class"><li class="tsd-signature tsd-kind-icon">image<span class="tsd-signature-symbol">(</span>input<span class="tsd-signature-symbol">: </span><a href="../index.html#Input" class="tsd-signature-type" data-tsd-kind="Type alias">Input</a><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">{ </span>canvas<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">HTMLCanvasElement</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">OffscreenCanvas</span><span class="tsd-signature-symbol">; </span>tensor<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Tensor</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">Rank</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol"> }</span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L265">human.ts:265</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
</div></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a name="image" class="tsd-anchor"></a><h3>image</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class"><li class="tsd-signature tsd-kind-icon">image<span class="tsd-signature-symbol">(</span>input<span class="tsd-signature-symbol">: </span><a href="../index.html#Input" class="tsd-signature-type" data-tsd-kind="Type alias">Input</a><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">{ </span>canvas<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">HTMLCanvasElement</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">OffscreenCanvas</span><span class="tsd-signature-symbol">; </span>tensor<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Tensor</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">Rank</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol"> }</span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L269">human.ts:269</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>Process input as return canvas and tensor</p>
</div></div><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameters"><li><h5>input: <a href="../index.html#Input" class="tsd-signature-type" data-tsd-kind="Type alias">Input</a></h5></li></ul><h4 class="tsd-returns-title">Returns <span class="tsd-signature-symbol">{ </span>canvas<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">HTMLCanvasElement</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">OffscreenCanvas</span><span class="tsd-signature-symbol">; </span>tensor<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Tensor</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">Rank</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol"> }</span></h4><div></div><ul class="tsd-parameters"><li class="tsd-parameter"><h5>canvas<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">HTMLCanvasElement</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">OffscreenCanvas</span></h5></li><li class="tsd-parameter"><h5>tensor<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Tensor</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">Rank</span><span class="tsd-signature-symbol">&gt;</span></h5></li></ul></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a name="init" class="tsd-anchor"></a><h3>init</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class"><li class="tsd-signature tsd-kind-icon">init<span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">void</span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L321">human.ts:321</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
</div></div><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameters"><li><h5>input: <a href="../index.html#Input" class="tsd-signature-type" data-tsd-kind="Type alias">Input</a></h5></li></ul><h4 class="tsd-returns-title">Returns <span class="tsd-signature-symbol">{ </span>canvas<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">HTMLCanvasElement</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">OffscreenCanvas</span><span class="tsd-signature-symbol">; </span>tensor<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Tensor</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">Rank</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol"> }</span></h4><div></div><ul class="tsd-parameters"><li class="tsd-parameter"><h5>canvas<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">HTMLCanvasElement</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">OffscreenCanvas</span></h5></li><li class="tsd-parameter"><h5>tensor<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Tensor</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">Rank</span><span class="tsd-signature-symbol">&gt;</span></h5></li></ul></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a name="init" class="tsd-anchor"></a><h3>init</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class"><li class="tsd-signature tsd-kind-icon">init<span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">void</span><span class="tsd-signature-symbol">&gt;</span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L325">human.ts:325</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>Explicit backend initialization</p>
<ul>
<li>Normally done implicitly during initial load phase</li>
<li>Call to explictly register and initialize TFJS backend without any other operations</li>
<li>Used in webworker environments where there can be multiple instances of Human and not all initialized</li>
<li>Use when changing backend during runtime</li>
</ul>
</div></div><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4><div><p>Promise<void></p>
</div></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a name="load" class="tsd-anchor"></a><h3>load</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class"><li class="tsd-signature tsd-kind-icon">load<span class="tsd-signature-symbol">(</span>userConfig<span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">Partial</span><span class="tsd-signature-symbol">&lt;</span><a href="../interfaces/Config.html" class="tsd-signature-type" data-tsd-kind="Interface">Config</a><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">void</span><span class="tsd-signature-symbol">&gt;</span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L331">human.ts:331</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
</div></div><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">void</span><span class="tsd-signature-symbol">&gt;</span></h4><div><p>Promise<void></p>
</div></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a name="load" class="tsd-anchor"></a><h3>load</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class"><li class="tsd-signature tsd-kind-icon">load<span class="tsd-signature-symbol">(</span>userConfig<span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">Partial</span><span class="tsd-signature-symbol">&lt;</span><a href="../interfaces/Config.html" class="tsd-signature-type" data-tsd-kind="Interface">Config</a><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">void</span><span class="tsd-signature-symbol">&gt;</span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L337">human.ts:337</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>Load method preloads all configured models on-demand</p>
<ul>
<li>Not explicitly required as any required model is load implicitly on it&#39;s first run</li>
</ul>
</div></div><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameters"><li><h5><span class="tsd-flag ts-flagOptional">Optional</span> userConfig: <span class="tsd-signature-type">Partial</span><span class="tsd-signature-symbol">&lt;</span><a href="../interfaces/Config.html" class="tsd-signature-type" data-tsd-kind="Interface">Config</a><span class="tsd-signature-symbol">&gt;</span></h5></li></ul><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">void</span><span class="tsd-signature-symbol">&gt;</span></h4><div><p>Promise<void></p>
</div></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a name="match" class="tsd-anchor"></a><h3>match</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class"><li class="tsd-signature tsd-kind-icon">match<span class="tsd-signature-symbol">(</span>faceEmbedding<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">[]</span>, db<span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">{ </span>embedding<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol">; </span>name<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>source<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> }</span><span class="tsd-signature-symbol">[]</span>, threshold<span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">{ </span>embedding<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol">; </span>name<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>similarity<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">; </span>source<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> }</span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L310">human.ts:310</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
</div></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a name="match" class="tsd-anchor"></a><h3>match</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class"><li class="tsd-signature tsd-kind-icon">match<span class="tsd-signature-symbol">(</span>faceEmbedding<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">[]</span>, db<span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">{ </span>embedding<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol">; </span>name<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>source<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> }</span><span class="tsd-signature-symbol">[]</span>, threshold<span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">{ </span>embedding<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol">; </span>name<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>similarity<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">; </span>source<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> }</span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L314">human.ts:314</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>Math method find best match between provided face descriptor and predefined database of known descriptors</p>
</div></div><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameters"><li><h5>faceEmbedding: <span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">[]</span></h5></li><li><h5>db: <span class="tsd-signature-symbol">{ </span>embedding<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol">; </span>name<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>source<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> }</span><span class="tsd-signature-symbol">[]</span></h5></li><li><h5>threshold: <span class="tsd-signature-type">number</span><span class="tsd-signature-symbol"> = 0</span></h5></li></ul><h4 class="tsd-returns-title">Returns <span class="tsd-signature-symbol">{ </span>embedding<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol">; </span>name<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>similarity<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">; </span>source<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> }</span></h4><div><p>best match</p>
</div><ul class="tsd-parameters"><li class="tsd-parameter"><h5>embedding<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">[]</span></h5></li><li class="tsd-parameter"><h5>name<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span></h5></li><li class="tsd-parameter"><h5>similarity<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span></h5></li><li class="tsd-parameter"><h5>source<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span></h5></li></ul></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a name="next" class="tsd-anchor"></a><h3>next</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class"><li class="tsd-signature tsd-kind-icon">next<span class="tsd-signature-symbol">(</span>result<span class="tsd-signature-symbol">?: </span><a href="../interfaces/Result.html" class="tsd-signature-type" data-tsd-kind="Interface">Result</a><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><a href="../interfaces/Result.html" class="tsd-signature-type" data-tsd-kind="Interface">Result</a></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L372">human.ts:372</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
</div><ul class="tsd-parameters"><li class="tsd-parameter"><h5>embedding<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">[]</span></h5></li><li class="tsd-parameter"><h5>name<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span></h5></li><li class="tsd-parameter"><h5>similarity<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span></h5></li><li class="tsd-parameter"><h5>source<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span></h5></li></ul></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a name="next" class="tsd-anchor"></a><h3>next</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class"><li class="tsd-signature tsd-kind-icon">next<span class="tsd-signature-symbol">(</span>result<span class="tsd-signature-symbol">?: </span><a href="../interfaces/Result.html" class="tsd-signature-type" data-tsd-kind="Interface">Result</a><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><a href="../interfaces/Result.html" class="tsd-signature-type" data-tsd-kind="Interface">Result</a></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L378">human.ts:378</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>Runs interpolation using last known result and returns smoothened result
Interpolation is based on time since last known result so can be called independently</p>
</div></div><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameters"><li><h5>result: <a href="../interfaces/Result.html" class="tsd-signature-type" data-tsd-kind="Interface">Result</a><span class="tsd-signature-symbol"> = ...</span></h5></li></ul><h4 class="tsd-returns-title">Returns <a href="../interfaces/Result.html" class="tsd-signature-type" data-tsd-kind="Interface">Result</a></h4><div><p>result: <a href="../interfaces/Result.html">Result</a></p>
</div></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a name="reset" class="tsd-anchor"></a><h3>reset</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class"><li class="tsd-signature tsd-kind-icon">reset<span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L255">human.ts:255</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
</div></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a name="reset" class="tsd-anchor"></a><h3>reset</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class"><li class="tsd-signature tsd-kind-icon">reset<span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">void</span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L255">human.ts:255</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>Reset configuration to default values</p>
</div></div><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">any</span></h4></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a name="segmentation" class="tsd-anchor"></a><h3>segmentation</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class"><li class="tsd-signature tsd-kind-icon">segmentation<span class="tsd-signature-symbol">(</span>input<span class="tsd-signature-symbol">: </span><a href="../index.html#Input" class="tsd-signature-type" data-tsd-kind="Type alias">Input</a>, background<span class="tsd-signature-symbol">?: </span><a href="../index.html#Input" class="tsd-signature-type" data-tsd-kind="Type alias">Input</a><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">HTMLCanvasElement</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">OffscreenCanvas</span><span class="tsd-signature-symbol">&gt;</span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L288">human.ts:288</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
</div></div><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a name="segmentation" class="tsd-anchor"></a><h3>segmentation</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class"><li class="tsd-signature tsd-kind-icon">segmentation<span class="tsd-signature-symbol">(</span>input<span class="tsd-signature-symbol">: </span><a href="../index.html#Input" class="tsd-signature-type" data-tsd-kind="Type alias">Input</a>, background<span class="tsd-signature-symbol">?: </span><a href="../index.html#Input" class="tsd-signature-type" data-tsd-kind="Type alias">Input</a><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">HTMLCanvasElement</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">OffscreenCanvas</span><span class="tsd-signature-symbol">&gt;</span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L292">human.ts:292</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>Segmentation method takes any input and returns this.processed canvas with body segmentation</p>
<ul>
<li>Optional parameter background is used to fill the background with specific input</li>
<li>Segmentation is not triggered as part of detect this.process</li>
</ul>
</div></div><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameters"><li><h5>input: <a href="../index.html#Input" class="tsd-signature-type" data-tsd-kind="Type alias">Input</a></h5></li><li><h5><span class="tsd-flag ts-flagOptional">Optional</span> background: <a href="../index.html#Input" class="tsd-signature-type" data-tsd-kind="Type alias">Input</a></h5></li></ul><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">HTMLCanvasElement</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">OffscreenCanvas</span><span class="tsd-signature-symbol">&gt;</span></h4><div><p>Canvas</p>
</div></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a name="similarity" class="tsd-anchor"></a><h3>similarity</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class"><li class="tsd-signature tsd-kind-icon">similarity<span class="tsd-signature-symbol">(</span>embedding1<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">[]</span>, embedding2<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L276">human.ts:276</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
</div></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a name="similarity" class="tsd-anchor"></a><h3>similarity</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class"><li class="tsd-signature tsd-kind-icon">similarity<span class="tsd-signature-symbol">(</span>embedding1<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">[]</span>, embedding2<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L280">human.ts:280</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>Simmilarity method calculates simmilarity between two provided face descriptors (face embeddings)</p>
<ul>
<li>Calculation is based on normalized Minkowski distance between two descriptors</li>
<li>Default is Euclidean distance which is Minkowski distance of 2nd order</li>
</ul>
</div></div><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameters"><li><h5>embedding1: <span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">[]</span></h5></li><li><h5>embedding2: <span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">[]</span></h5></li></ul><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4><div><p>similarity: number</p>
</div></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a name="validate" class="tsd-anchor"></a><h3>validate</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class"><li class="tsd-signature tsd-kind-icon">validate<span class="tsd-signature-symbol">(</span>userConfig<span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">Partial</span><span class="tsd-signature-symbol">&lt;</span><a href="../interfaces/Config.html" class="tsd-signature-type" data-tsd-kind="Interface">Config</a><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">{ </span>expected<span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>reason<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>where<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> }</span><span class="tsd-signature-symbol">[]</span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L258">human.ts:258</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
</div></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a name="validate" class="tsd-anchor"></a><h3>validate</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class"><li class="tsd-signature tsd-kind-icon">validate<span class="tsd-signature-symbol">(</span>userConfig<span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">Partial</span><span class="tsd-signature-symbol">&lt;</span><a href="../interfaces/Config.html" class="tsd-signature-type" data-tsd-kind="Interface">Config</a><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">{ </span>expected<span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>reason<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>where<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> }</span><span class="tsd-signature-symbol">[]</span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L262">human.ts:262</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>Validate current configuration schema</p>
</div></div><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameters"><li><h5><span class="tsd-flag ts-flagOptional">Optional</span> userConfig: <span class="tsd-signature-type">Partial</span><span class="tsd-signature-symbol">&lt;</span><a href="../interfaces/Config.html" class="tsd-signature-type" data-tsd-kind="Interface">Config</a><span class="tsd-signature-symbol">&gt;</span></h5></li></ul><h4 class="tsd-returns-title">Returns <span class="tsd-signature-symbol">{ </span>expected<span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>reason<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>where<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> }</span><span class="tsd-signature-symbol">[]</span></h4></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a name="warmup" class="tsd-anchor"></a><h3>warmup</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class"><li class="tsd-signature tsd-kind-icon">warmup<span class="tsd-signature-symbol">(</span>userConfig<span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">Partial</span><span class="tsd-signature-symbol">&lt;</span><a href="../interfaces/Config.html" class="tsd-signature-type" data-tsd-kind="Interface">Config</a><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><a href="../interfaces/Result.html" class="tsd-signature-type" data-tsd-kind="Interface">Result</a><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-symbol">{ </span>error<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span><span class="tsd-signature-symbol"> }</span><span class="tsd-signature-symbol">&gt;</span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L382">human.ts:382</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
</div></div><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameters"><li><h5><span class="tsd-flag ts-flagOptional">Optional</span> userConfig: <span class="tsd-signature-type">Partial</span><span class="tsd-signature-symbol">&lt;</span><a href="../interfaces/Config.html" class="tsd-signature-type" data-tsd-kind="Interface">Config</a><span class="tsd-signature-symbol">&gt;</span></h5></li></ul><h4 class="tsd-returns-title">Returns <span class="tsd-signature-symbol">{ </span>expected<span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>reason<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>where<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> }</span><span class="tsd-signature-symbol">[]</span></h4></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a name="warmup" class="tsd-anchor"></a><h3>warmup</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class"><li class="tsd-signature tsd-kind-icon">warmup<span class="tsd-signature-symbol">(</span>userConfig<span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">Partial</span><span class="tsd-signature-symbol">&lt;</span><a href="../interfaces/Config.html" class="tsd-signature-type" data-tsd-kind="Interface">Config</a><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><a href="../interfaces/Result.html" class="tsd-signature-type" data-tsd-kind="Interface">Result</a><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-symbol">{ </span>error<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span><span class="tsd-signature-symbol"> }</span><span class="tsd-signature-symbol">&gt;</span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L388">human.ts:388</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>Warmup method pre-initializes all configured models for faster inference</p>
<ul>
<li>can take significant time on startup</li>

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<!DOCTYPE html><html class="default no-js"><head><meta charSet="utf-8"/><meta http-equiv="X-UA-Compatible" content="IE=edge"/><title>Config | @vladmandic/human - v2.2.2</title><meta name="description" content="Documentation for @vladmandic/human - v2.2.2"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.2.2</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.2.2</a></li><li><a href="Config.html">Config</a></li></ul><h1>Interface Config</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead">
<p>Configuration interface definition for <strong>Human</strong> library</p>
</div><div><p>Contains all configurable parameters</p>
</div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><span class="target">Config</span></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#async" class="tsd-kind-icon">async</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#backend" class="tsd-kind-icon">backend</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#body" class="tsd-kind-icon">body</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#cacheSensitivity" class="tsd-kind-icon">cache<wbr/>Sensitivity</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#debug" class="tsd-kind-icon">debug</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#face" class="tsd-kind-icon">face</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#filter" class="tsd-kind-icon">filter</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#gesture" class="tsd-kind-icon">gesture</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#hand" class="tsd-kind-icon">hand</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#modelBasePath" class="tsd-kind-icon">model<wbr/>Base<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#object" class="tsd-kind-icon">object</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#segmentation" class="tsd-kind-icon">segmentation</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#skipFrame" class="tsd-kind-icon">skip<wbr/>Frame</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#warmup" class="tsd-kind-icon">warmup</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#wasmPath" class="tsd-kind-icon">wasm<wbr/>Path</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a name="async" class="tsd-anchor"></a><h3>async</h3><div class="tsd-signature tsd-kind-icon">async<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L199">config.ts:199</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
</div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><span class="target">Config</span></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#async" class="tsd-kind-icon">async</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#backend" class="tsd-kind-icon">backend</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#body" class="tsd-kind-icon">body</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#cacheSensitivity" class="tsd-kind-icon">cache<wbr/>Sensitivity</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#debug" class="tsd-kind-icon">debug</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#face" class="tsd-kind-icon">face</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#filter" class="tsd-kind-icon">filter</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#gesture" class="tsd-kind-icon">gesture</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#hand" class="tsd-kind-icon">hand</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#modelBasePath" class="tsd-kind-icon">model<wbr/>Base<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#object" class="tsd-kind-icon">object</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#segmentation" class="tsd-kind-icon">segmentation</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#skipFrame" class="tsd-kind-icon">skip<wbr/>Frame</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#warmup" class="tsd-kind-icon">warmup</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#wasmPath" class="tsd-kind-icon">wasm<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#yield" class="tsd-kind-icon">yield</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a name="async" class="tsd-anchor"></a><h3>async</h3><div class="tsd-signature tsd-kind-icon">async<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L199">config.ts:199</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>Perform model loading and inference concurrently or sequentially</p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a name="backend" class="tsd-anchor"></a><h3>backend</h3><div class="tsd-signature tsd-kind-icon">backend<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">&quot;&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;cpu&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;wasm&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;webgl&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;humangl&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;tensorflow&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;webgpu&quot;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L189">config.ts:189</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>Backend used for TFJS operations</p>
@ -24,11 +24,7 @@
<li>individual modelPath values are relative to this path</li>
</ul>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a name="object" class="tsd-anchor"></a><h3>object</h3><div class="tsd-signature tsd-kind-icon">object<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Partial</span><span class="tsd-signature-symbol">&lt;</span><a href="ObjectConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">ObjectConfig</a><span class="tsd-signature-symbol">&gt;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L239">config.ts:239</a></li></ul></aside></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a name="segmentation" class="tsd-anchor"></a><h3>segmentation</h3><div class="tsd-signature tsd-kind-icon">segmentation<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Partial</span><span class="tsd-signature-symbol">&lt;</span><a href="SegmentationConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">SegmentationConfig</a><span class="tsd-signature-symbol">&gt;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L241">config.ts:241</a></li></ul></aside></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a name="skipFrame" class="tsd-anchor"></a><h3>skip<wbr/>Frame</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Frame<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L223">config.ts:223</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>Cache sensitivity</p>
<ul>
<li>values 0..1 where 0.01 means reset cache if input changed more than 1%</li>
<li>set to 0 to disable caching</li>
</ul>
<p>Internal Variable</p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a name="warmup" class="tsd-anchor"></a><h3>warmup</h3><div class="tsd-signature tsd-kind-icon">warmup<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">&quot;face&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;body&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;none&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;full&quot;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L205">config.ts:205</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>What to use for <code>human.warmup()</code></p>
<ul>
@ -37,4 +33,6 @@
</ul>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a name="wasmPath" class="tsd-anchor"></a><h3>wasm<wbr/>Path</h3><div class="tsd-signature tsd-kind-icon">wasm<wbr/>Path<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L193">config.ts:193</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>Path to *.wasm files if backend is set to <code>wasm</code></p>
</div></div></section></section></div><div class="col-4 col-menu menu-sticky-wrap menu-highlight"><nav class="tsd-navigation primary"><ul><li class=""><a href="../index.html">Exports</a></li></ul></nav><nav class="tsd-navigation secondary menu-sticky"><ul><li class="current tsd-kind-interface"><a href="Config.html" class="tsd-kind-icon">Config</a><ul><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#async" class="tsd-kind-icon">async</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#backend" class="tsd-kind-icon">backend</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#body" class="tsd-kind-icon">body</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#cacheSensitivity" class="tsd-kind-icon">cache<wbr/>Sensitivity</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#debug" class="tsd-kind-icon">debug</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#face" class="tsd-kind-icon">face</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#filter" class="tsd-kind-icon">filter</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#gesture" class="tsd-kind-icon">gesture</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#hand" class="tsd-kind-icon">hand</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#modelBasePath" class="tsd-kind-icon">model<wbr/>Base<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#object" class="tsd-kind-icon">object</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#segmentation" class="tsd-kind-icon">segmentation</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#skipFrame" class="tsd-kind-icon">skip<wbr/>Frame</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#warmup" class="tsd-kind-icon">warmup</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#wasmPath" class="tsd-kind-icon">wasm<wbr/>Path</a></li></ul></li></ul></nav></div></div></div><footer class=""><div class="container"><h2>Legend</h2><div class="tsd-legend-group"><ul class="tsd-legend"><li class="tsd-kind-constructor tsd-parent-kind-class"><span class="tsd-kind-icon">Constructor</span></li><li class="tsd-kind-property tsd-parent-kind-class"><span class="tsd-kind-icon">Property</span></li><li class="tsd-kind-method tsd-parent-kind-class"><span class="tsd-kind-icon">Method</span></li></ul><ul class="tsd-legend"><li class="tsd-kind-property tsd-parent-kind-interface"><span class="tsd-kind-icon">Property</span></li></ul></div><h2>Settings</h2><p>Theme <select id="theme"><option value="os">OS</option><option value="light">Light</option><option value="dark">Dark</option></select></p></div></footer><div class="overlay"></div><script src="../assets/main.js"></script></body></html>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a name="yield" class="tsd-anchor"></a><h3>yield</h3><div class="tsd-signature tsd-kind-icon">yield<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L220">config.ts:220</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>Yield to main thread periodically</p>
</div></div></section></section></div><div class="col-4 col-menu menu-sticky-wrap menu-highlight"><nav class="tsd-navigation primary"><ul><li class=""><a href="../index.html">Exports</a></li></ul></nav><nav class="tsd-navigation secondary menu-sticky"><ul><li class="current tsd-kind-interface"><a href="Config.html" class="tsd-kind-icon">Config</a><ul><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#async" class="tsd-kind-icon">async</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#backend" class="tsd-kind-icon">backend</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#body" class="tsd-kind-icon">body</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#cacheSensitivity" class="tsd-kind-icon">cache<wbr/>Sensitivity</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#debug" class="tsd-kind-icon">debug</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#face" class="tsd-kind-icon">face</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#filter" class="tsd-kind-icon">filter</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#gesture" class="tsd-kind-icon">gesture</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#hand" class="tsd-kind-icon">hand</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#modelBasePath" class="tsd-kind-icon">model<wbr/>Base<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#object" class="tsd-kind-icon">object</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#segmentation" class="tsd-kind-icon">segmentation</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#skipFrame" class="tsd-kind-icon">skip<wbr/>Frame</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#warmup" class="tsd-kind-icon">warmup</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#wasmPath" class="tsd-kind-icon">wasm<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#yield" class="tsd-kind-icon">yield</a></li></ul></li></ul></nav></div></div></div><footer class=""><div class="container"><h2>Legend</h2><div class="tsd-legend-group"><ul class="tsd-legend"><li class="tsd-kind-constructor tsd-parent-kind-class"><span class="tsd-kind-icon">Constructor</span></li><li class="tsd-kind-property tsd-parent-kind-class"><span class="tsd-kind-icon">Property</span></li><li class="tsd-kind-method tsd-parent-kind-class"><span class="tsd-kind-icon">Method</span></li></ul><ul class="tsd-legend"><li class="tsd-kind-property tsd-parent-kind-interface"><span class="tsd-kind-icon">Property</span></li></ul></div><h2>Settings</h2><p>Theme <select id="theme"><option value="os">OS</option><option value="light">Light</option><option value="dark">Dark</option></select></p></div></footer><div class="overlay"></div><script src="../assets/main.js"></script></body></html>

7
types/src/config.d.ts vendored
View File

@ -192,10 +192,9 @@ export interface Config {
* - set to 0 to disable caching
*/
cacheSensitivity: number;
/** Cache sensitivity
* - values 0..1 where 0.01 means reset cache if input changed more than 1%
* - set to 0 to disable caching
*/
/** Yield to main thread periodically */
yield: boolean;
/** Internal Variable */
skipFrame: boolean;
/** Run input through image filters before inference
* - image filters run with near-zero latency as they are executed on the GPU

2
types/src/config.d.ts.map
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@ -1 +1 @@
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8
types/src/env.d.ts vendored
View File

@ -1,4 +1,4 @@
export interface Env {
export declare type Env = {
browser: undefined | boolean;
node: undefined | boolean;
worker: undefined | boolean;
@ -9,6 +9,7 @@ export interface Env {
tfjs: {
version: undefined | string;
};
offscreen: undefined | boolean;
wasm: {
supported: undefined | boolean;
backend: undefined | boolean;
@ -29,9 +30,10 @@ export interface Env {
kernels: string[];
Canvas: undefined;
Image: undefined;
}
export declare const env: Env;
};
export declare let env: Env;
export declare function cpuInfo(): Promise<void>;
export declare function backendInfo(): Promise<void>;
export declare function get(): Promise<void>;
export declare function set(obj: any): Promise<void>;
//# sourceMappingURL=env.d.ts.map

2
types/src/env.d.ts.map
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@ -1 +1 @@
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1
types/src/helpers.d.ts vendored
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@ -15,4 +15,5 @@ export declare function validate(defaults: any, config: any, parent?: string, ms
}[];
export declare function mergeDeep(...objects: any[]): any;
export declare const minmax: (data: Array<number>) => number[];
export declare function wait(time: any): Promise<void>;
//# sourceMappingURL=helpers.d.ts.map

2
types/src/helpers.d.ts.map
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@ -1 +1 @@
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8
types/src/human.d.ts vendored
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@ -11,7 +11,7 @@ import type { DrawOptions } from './draw';
export * from './config';
export * from './result';
export type { DrawOptions } from './draw';
export { env } from './env';
export { env, Env } from './env';
/** Defines all possible input types for **Human** detection
* @typedef Input Type
*/
@ -142,7 +142,7 @@ export declare class Human {
/** @hidden */
analyze: (...msg: string[]) => void;
/** Reset configuration to default values */
reset: () => any;
reset: () => void;
/** Validate current configuration schema */
validate: (userConfig?: Partial<Config> | undefined) => {
reason: string;
@ -202,11 +202,11 @@ export declare class Human {
/** Explicit backend initialization
* - Normally done implicitly during initial load phase
* - Call to explictly register and initialize TFJS backend without any other operations
* - Used in webworker environments where there can be multiple instances of Human and not all initialized
* - Use when changing backend during runtime
*
* @return Promise<void>
*/
init(): void;
init(): Promise<void>;
/** Load method preloads all configured models on-demand
* - Not explicitly required as any required model is load implicitly on it's first run
*

2
types/src/human.d.ts.map
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@ -1 +1 @@
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2
types/src/image/image.d.ts.map
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@ -1 +1 @@
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2
types/src/tfjs/backend.d.ts vendored
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@ -1,2 +1,2 @@
export declare function check(instance: any): Promise<boolean>;
export declare function check(instance: any, force?: boolean): Promise<boolean>;
//# sourceMappingURL=backend.d.ts.map

2
types/src/tfjs/backend.d.ts.map
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@ -1 +1 @@
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2
types/src/tfjs/humangl.d.ts.map
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@ -1 +1 @@
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2
types/src/warmup.d.ts.map
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@ -1 +1 @@
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