mirror of https://github.com/vladmandic/human
improve precision using wasm backend
parent
cff58d6384
commit
8634ec7fd9
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@ -103,8 +103,8 @@ export const iris = (res): GestureResult[] => {
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const rightIrisCenterX = Math.abs(res[i].mesh[33][0] - res[i].annotations.rightEyeIris[0][0]) / res[i].box[2];
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const rightIrisCenterX = Math.abs(res[i].mesh[33][0] - res[i].annotations.rightEyeIris[0][0]) / res[i].box[2];
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const leftIrisCenterX = Math.abs(res[i].mesh[263][0] - res[i].annotations.leftEyeIris[0][0]) / res[i].box[2];
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const leftIrisCenterX = Math.abs(res[i].mesh[263][0] - res[i].annotations.leftEyeIris[0][0]) / res[i].box[2];
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if (leftIrisCenterX > 0.06 || rightIrisCenterX > 0.06) center = false;
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if (leftIrisCenterX > 0.06 || rightIrisCenterX > 0.06) center = false;
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if (leftIrisCenterX > 0.06) gestures.push({ iris: i, gesture: 'looking right' });
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if (leftIrisCenterX > 0.05) gestures.push({ iris: i, gesture: 'looking right' });
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if (rightIrisCenterX > 0.06) gestures.push({ iris: i, gesture: 'looking left' });
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if (rightIrisCenterX > 0.05) gestures.push({ iris: i, gesture: 'looking left' });
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const rightIrisCenterY = Math.abs(res[i].mesh[145][1] - res[i].annotations.rightEyeIris[0][1]) / res[i].box[3];
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const rightIrisCenterY = Math.abs(res[i].mesh[145][1] - res[i].annotations.rightEyeIris[0][1]) / res[i].box[3];
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const leftIrisCenterY = Math.abs(res[i].mesh[374][1] - res[i].annotations.leftEyeIris[0][1]) / res[i].box[3];
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const leftIrisCenterY = Math.abs(res[i].mesh[374][1] - res[i].annotations.leftEyeIris[0][1]) / res[i].box[3];
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@ -188,11 +188,11 @@ async function test(Human, inputConfig) {
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else log('state', 'passed: warmup none result match');
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else log('state', 'passed: warmup none result match');
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config.warmup = 'face';
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config.warmup = 'face';
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res = await testWarmup(human, 'default');
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res = await testWarmup(human, 'default');
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if (!res || res?.face?.length !== 1 || res?.body?.length !== 1 || res?.hand?.length !== 1 || res?.gesture?.length !== 7) log('error', 'failed: warmup face result mismatch', res?.face?.length, res?.body?.length, res?.hand?.length, res?.gesture?.length);
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if (!res || res?.face?.length !== 1 || res?.body?.length !== 1 || res?.hand?.length !== 1 || res?.gesture?.length !== 8) log('error', 'failed: warmup face result mismatch', res?.face?.length, res?.body?.length, res?.hand?.length, res?.gesture?.length);
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else log('state', 'passed: warmup face result match');
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else log('state', 'passed: warmup face result match');
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config.warmup = 'body';
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config.warmup = 'body';
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res = await testWarmup(human, 'default');
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res = await testWarmup(human, 'default');
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if (!res || res?.face?.length !== 1 || res?.body?.length !== 1 || res?.hand?.length !== 1 || res?.gesture?.length !== 5) log('error', 'failed: warmup body result mismatch', res?.face?.length, res?.body?.length, res?.hand?.length, res?.gesture?.length);
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if (!res || res?.face?.length !== 1 || res?.body?.length !== 1 || res?.hand?.length !== 1 || res?.gesture?.length !== 7) log('error', 'failed: warmup body result mismatch', res?.face?.length, res?.body?.length, res?.hand?.length, res?.gesture?.length);
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else log('state', 'passed: warmup body result match');
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else log('state', 'passed: warmup body result match');
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// test default config async
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// test default config async
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@ -271,7 +271,7 @@ async function test(Human, inputConfig) {
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config.body = { minConfidence: 0.0001 };
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config.body = { minConfidence: 0.0001 };
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config.hand = { minConfidence: 0.0001 };
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config.hand = { minConfidence: 0.0001 };
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res = await testDetect(human, 'samples/in/ai-body.jpg', 'default');
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res = await testDetect(human, 'samples/in/ai-body.jpg', 'default');
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if (!res || res?.face?.length !== 1 || res?.body?.length !== 1 || res?.hand?.length !== 2 || res?.gesture?.length !== 7) log('error', 'failed: sensitive result mismatch', res?.face?.length, res?.body?.length, res?.hand?.length, res?.gesture?.length);
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if (!res || res?.face?.length !== 1 || res?.body?.length !== 1 || res?.hand?.length !== 2 || res?.gesture?.length !== 9) log('error', 'failed: sensitive result mismatch', res?.face?.length, res?.body?.length, res?.hand?.length, res?.gesture?.length);
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else log('state', 'passed: sensitive result match');
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else log('state', 'passed: sensitive result match');
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// test sensitive details face
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// test sensitive details face
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@ -279,7 +279,7 @@ async function test(Human, inputConfig) {
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if (!face || face?.box?.length !== 4 || face?.mesh?.length !== 478 || face?.embedding?.length !== 1024 || face?.rotation?.matrix?.length !== 9) {
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if (!face || face?.box?.length !== 4 || face?.mesh?.length !== 478 || face?.embedding?.length !== 1024 || face?.rotation?.matrix?.length !== 9) {
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log('error', 'failed: sensitive face result mismatch', res?.face?.length, face?.box?.length, face?.mesh?.length, face?.embedding?.length, face?.rotation?.matrix?.length);
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log('error', 'failed: sensitive face result mismatch', res?.face?.length, face?.box?.length, face?.mesh?.length, face?.embedding?.length, face?.rotation?.matrix?.length);
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} else log('state', 'passed: sensitive face result match');
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} else log('state', 'passed: sensitive face result match');
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if (!face || face?.emotion?.length !== 4) log('error', 'failed: sensitive face emotion result mismatch', face?.emotion.length);
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if (!face || face?.emotion?.length < 3) log('error', 'failed: sensitive face emotion result mismatch', face?.emotion.length);
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else log('state', 'passed: sensitive face emotion result mismatch', face?.emotion.length);
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else log('state', 'passed: sensitive face emotion result mismatch', face?.emotion.length);
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// test sensitive details body
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// test sensitive details body
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@ -343,9 +343,6 @@ async function test(Human, inputConfig) {
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else log('state', 'passed: segmentation', [res.data.length]);
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else log('state', 'passed: segmentation', [res.data.length]);
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human.env.Canvas = undefined;
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human.env.Canvas = undefined;
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// tests end
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const t1 = process.hrtime.bigint();
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// check if all instances reported same
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// check if all instances reported same
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const tensors1 = human.tf.engine().state.numTensors;
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const tensors1 = human.tf.engine().state.numTensors;
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const tensors2 = first.tf.engine().state.numTensors;
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const tensors2 = first.tf.engine().state.numTensors;
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@ -353,6 +350,9 @@ async function test(Human, inputConfig) {
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if (tensors1 === tensors2 && tensors1 === tensors3 && tensors2 === tensors3) log('state', 'passeed: equal usage');
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if (tensors1 === tensors2 && tensors1 === tensors3 && tensors2 === tensors3) log('state', 'passeed: equal usage');
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else log('error', 'failed: equal usage', tensors1, tensors2, tensors3);
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else log('error', 'failed: equal usage', tensors1, tensors2, tensors3);
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// tests end
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const t1 = process.hrtime.bigint();
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// report end
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// report end
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log('info', 'events:', evt);
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log('info', 'events:', evt);
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log('info', 'tensors', human.tf.memory().numTensors);
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log('info', 'tensors', human.tf.memory().numTensors);
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