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update model list

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Vladimir Mandic 2021-08-06 08:50:44 -04:00
parent 0c5c707400
commit 2135debf19
2 changed files with 12 additions and 6 deletions
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Home.md

@ -91,13 +91,16 @@ Additionally, `HTMLVideoElement`, `HTMLMediaElement` can be a standard `<video>`
Default models in Human library are:
- **Face Detection**: MediaPipe BlazeFace (Back version)
- **Face Detection**: MediaPipe BlazeFace - Back variation
- **Face Mesh**: MediaPipe FaceMesh
- **Face Description**: HSE FaceRes
- **Face Iris Analysis**: MediaPipe Iris
- **Face Description**: HSE FaceRes
- **Emotion Detection**: Oarriaga Emotion
- **Body Analysis**: PoseNet (AtomicBits version)
- **Body Analysis**: MoveNet - Lightning variation
- **Hand Analysis**: MediaPipe Hands
- **Body Segmentation**: Google Selfie
- **Object Detection**: CenterNet
- **Body Segmentation**: Google Selfie
Note that alternative models are provided and can be enabled via configuration
For example, `PoseNet` model can be switched for `BlazePose` model depending on the use case

9
Models.md

@ -4,14 +4,16 @@
Default models in Human library are:
- **Face Detection**: MediaPipe BlazeFace-Back
- **Face Detection**: MediaPipe BlazeFace - Back variation
- **Face Mesh**: MediaPipe FaceMesh
- **Face Iris Analysis**: MediaPipe Iris
- **Face Description**: HSE FaceRes
- **Emotion Detection**: Oarriaga Emotion
- **Body Analysis**: PoseNet (AtomicBits version MNv2-075-16)
- **Body Analysis**: MoveNet - Lightning variation
- **Hand Analysis**: MediaPipe Hands
- **Object Detection**: MobileNet-v3 with CenterNet
- **Body Segmentation**: Google Selfie
- **Object Detection**: CenterNet
- **Body Segmentation**: Google Selfie
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@ -90,6 +92,7 @@ but can be switched on-the-fly due to standardized output implementation
| FaceRes | 70K | faceres.json | 6.7M | faceres.bin | 524 |
| MoveNet-Lightning | 158K | movenet-lightning.json | 4.5M | movenet-lightning.bin | 178 |
| MoveNet-Thunder | 158K | movenet-thunder.json | 12M | movenet-thunder.bin | 178 |
| Google Selfie | 82K | selfie.json | 208K | selfie.bin | 136 |
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