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update model details

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Vladimir Mandic 2022-04-23 13:01:52 -04:00
parent 9e2f1fb170
commit 4d4e5fac7d
1 changed files with 39 additions and 30 deletions
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Models.md

@ -91,37 +91,46 @@ Switching model also automatically switches implementation used inside `Human` s
<br>
| Model Name | Model Definition Size | Model Definition | Weights Size | Weights Name | Num Tensors |
| ---------- | --------------------- | ---------------- | ------------ | ------------ | ----------- |
| MediaPipe MediaPipe BlazeFace (Front) | 51K | blazeface-front.json | 393K | blazeface-front.bin | 73 |
| MediaPipe BlazeFace (Back) | 78K | blazeface-back.json | 527K | blazeface-back.bin | 112 |
| MediaPipe FaceMesh | 88K | facemesh.json | 2.9M | facemesh.bin | 118 |
| MediaPipe FaceMesh with Attention | 335K | facemesh-attention.json | 2.3M | facemesh-attention.bin | 647 |
| MediaPipe Iris | 120K | iris.json | 2.5M | iris.bin | 191 |
| MediaPipe Meet | 94K | meet.json | 364K | meet.bin | 163 |
| MediaPipe Selfie | 82K | selfie.json | 208M | selfie.bin | 136 |
| Oarriaga Emotion | 18K | emotion.json | 802K | emotion.bin | 23 |
| SSR-Net Age (IMDB) | 93K | age.json | 158K | age.bin | 158 |
| SSR-Net Gender (IMDB) | 92K | gender-ssrnet-imdb.json | 158K | gender-ssrnet-imdb.bin | 157 |
| Oarriaga Gender | 30K | gender.json | 198K | gender.bin | 39 |
| PoseNet | 47K | posenet.json | 4.8M | posenet.bin | 62 |
| MediaPipe BlazePose | 158K | blazepose.json | 6.6M | blazepose.bin | 225 |
| MediaPipe HandPose (HandDetect) | 126K | handdetect.json | 6.8M | handdetect.bin | 152 |
| MediaPipe HandPose (HandSkeleton) | 127K | handskeleton.json | 5.3M | handskeleton.bin | 145 |
| Sirius-AI MobileFaceNet | 125K | mobilefacenet.json | 5.0M | mobilefacenet.bin | 139 |
| BecauseofAI MobileFace | 33K | mobileface.json | 2.1M | mobileface.bin | 75 |
| FaceBoxes | 212K | faceboxes.json | 2.0M | faceboxes.bin | N/A |
| NanoDet | 255K | nanodet.json | 7.3M | nanodet.bin | 229 |
| MB3-CenterNet | 197K | nanodet.json | 1.9M | nanodet.bin | 267 |
| FaceRes | 70K | faceres.json | 6.7M | faceres.bin | 524 |
| MoveNet-Lightning | 158K | movenet-lightning.json | 4.5M | movenet-lightning.bin | 180 |
| MoveNet-Thunder | 158K | movenet-thunder.json | 12M | movenet-thunder.bin | 178 |
| MoveNet-MultiPose | 235K | movenet-thunder.json | 9.1M | movenet-thunder.bin | 303 |
| Google Selfie | 82K | selfie.json | 208K | selfie.bin | 136 |
| Hand Tracking | 605K | handtrack.json | 2.9M | handtrack.bin | 619 |
| GEAR Predictor | 28K | gear.json | 1.5M | gear.bin | 25 |
| Model Name | Model Definition Size | Model Definition | Weights Size | Weights Name | Num Tensors | Resolution |
| ---------- | --------------------- | ---------------- | ------------ | ------------ | ----------- | ---------- |
| Anti-Spoofing | 8K | antispoof.json | 834K | antispoof.bin | 11 |
| Liveness | 17K | liveness.json | 580K | liveness.bin | 23 |
| BecauseofAI MobileFace | 33K | mobileface.json | 2.1M | mobileface.bin | 75 | 112x112
| EfficientPose | 134K | efficientpose.json | 5.6M | efficientpose.bin | 217 | 368x368
| FaceBoxes | 212K | faceboxes.json | 2.0M | faceboxes.bin | 350 | 0x0
| FaceRes | 70K | faceres.json | 6.7M | faceres.bin | 128 | 224x224
| FaceRes (Deep) | 62K | faceres.json | 13.9M | faceres.bin | 128 | 224x224
| GEAR Predictor (Gender/Emotion/Age/Race) | 28K | gear.json | 1.5M | gear.bin | 25 | 198x198
| Google Selfie | 82K | selfie.json | 208K | selfie.bin | 136 | 256x256
| Hand Tracking | 605K | handtrack.json | 2.9M | handtrack.bin | 619 | 320x320
| Liveness | 17K | liveness.json | 580K | liveness.bin | 23 | 32x32
| MB3-CenterNet | 197K | nanodet.json | 1.9M | nanodet.bin | 267 | 128x128
| MediaPipe BlazeFace (Front) | 51K | blazeface-front.json | 323K | blazeface-front.bin | 73 | 128x128
| MediaPipe BlazeFace (Back) | 78K | blazeface-back.json | 527K | blazeface-back.bin | 112 | 256x256
| MediaPipe BlazePose (Lite) | 132K | blazepose-lite.json | 2.6M | blazepose-lite.bin | 177 | 256x256
| MediaPipe BlazePose (Full) | 145K | blazepose-full.json | 6.6M | blazepose-full.bin | 193 | 256x256
| MediaPipe BlazePose (Heavy) | 305K | blazepose-heavy.json | 27.0M | blazepose-heavy.bin | 400 | 256x256
| MediaPipe BlazePose Detector (2D) | 129K | blazepose-detector2d.json | 7.2M | blazepose-detector2d.bin | 180 | 224x224
| MediaPipe BlazePose Detector (3D) | 132K | blazepose-detector3d.json | 5.7M | blazepose-detector3d.bin | 181 | 224x224
| MediaPipe FaceMesh | 88K | facemesh.json | 2.9M | facemesh.bin | 118 | 192x192
| MediaPipe FaceMesh with Attention | 335K | facemesh-attention.json | 2.3M | facemesh-attention.bin | 647 | 192x192
| MediaPipe Hand Landmark (Full) | 81K | handlandmark-full.json | 5.4M | handlandmark-full.bin | 112 | 224x224
| MediaPipe Hand Landmark (Lite) | 82K | handlandmark-lite.json | 2.0M | handlandmark-lite.bin | 112 | 224x224
| MediaPipe Hand Landmark (Sparse) | 88K | handlandmark-sparse.json | 5.3M | handlandmark-sparse.bin | 112 | 224x224
| MediaPipe HandPose (HandDetect) | 126K | handdetect.json | 6.8M | handdetect.bin | 152 | 256x256
| MediaPipe HandPose (HandSkeleton) | 127K | handskeleton.json | 5.3M | handskeleton.bin | 145 | 256x256
| MediaPipe Iris | 120K | iris.json | 2.5M | iris.bin | 191 | 64x64
| MediaPipe Meet | 94K | meet.json | 364K | meet.bin | 163 | 144x256
| MediaPipe Selfie | 82K | selfie.json | 208M | selfie.bin | 136 | 256x256
| MoveNet-Lightning | 158K | movenet-lightning.json | 4.5M | movenet-lightning.bin | 180 | 192x192
| MoveNet-MultiPose | 235K | movenet-thunder.json | 9.1M | movenet-thunder.bin | 303 | 256x256
| MoveNet-Thunder | 158K | movenet-thunder.json | 12M | movenet-thunder.bin | 178 | 256x256
| NanoDet | 255K | nanodet.json | 7.3M | nanodet.bin | 229 | 416x416
| Oarriaga Emotion | 18K | emotion.json | 802K | emotion.bin | 23 | 64x64
| Oarriaga Gender | 30K | gender.json | 198K | gender.bin | 39 | 64x64
| PoseNet | 47K | posenet.json | 4.8M | posenet.bin | 62 | 385x385
| Sirius-AI MobileFaceNet | 125K | mobilefacenet.json | 5.0M | mobilefacenet.bin | 139 | 112x112
| SSR-Net Age (IMDB) | 93K | age.json | 158K | age.bin | 158 |64x64
| SSR-Net Gender (IMDB) | 92K | gender-ssrnet-imdb.json | 158K | gender-ssrnet-imdb.bin | 157 | 64x64
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