document body segmentation

master
Vladimir Mandic 2021-06-04 20:21:53 -04:00
parent 8e898a636f
commit a69870f576
2 changed files with 11 additions and 1 deletions

@ -172,6 +172,14 @@ const config: Config = {
skipFrames: 41, // how many max frames to go without re-running the detector
// only used when cacheSensitivity is not zero
},
segmentation: {
enabled: false, // if segmentation is enabled, output result.canvas will be augmented
// with masked image containing only person output
modelPath: 'selfie.json', // experimental: object detection model, can be absolute path or relative to modelBasePath
// can be 'selfie' or 'meet'
},
};
```

@ -25,7 +25,7 @@ All models are modified from original implementation in following manner:
- Output interpolation: custom smoothing operations
- Model modifications:
- Model definition: reformatted for readability, added conversion notes and correct signatures
- Model weights: quantized to 16-bit float for size reduction
- Model weights: quantized to 16-bit float values for size reduction
Models are not re-trained so any bias included in the original models is present in `Human`
*For any possible bias notes, see specific model cards*
@ -108,6 +108,8 @@ but can be switched on-the-fly due to standardized output implementation
- Body Pose Detection: [**PoseNet**](https://medium.com/tensorflow/real-time-human-pose-estimation-in-the-browser-with-tensorflow-js-7dd0bc881cd5)
- Body Pose Detection: [**MoveNet**](https://blog.tensorflow.org/2021/05/next-generation-pose-detection-with-movenet-and-tensorflowjs.html)
- Body Pose Detection: [**EfficientPose**](https://github.com/daniegr/EfficientPose)
- Body Segmentation: [**MediaPipe Meet**](https://drive.google.com/file/d/1lnP1bRi9CSqQQXUHa13159vLELYDgDu0/preview)
- Body Segmentation: [**MediaPipe Selfie**](https://drive.google.com/file/d/1dCfozqknMa068vVsO2j_1FgZkW_e3VWv/preview)
- Age & Gender Prediction: [**SSR-Net**](https://github.com/shamangary/SSR-Net)
- Emotion Prediction: [**Oarriaga**](https://github.com/oarriaga/face_classification)
- Face Embedding: [**BecauseofAI MobileFace**](https://github.com/becauseofAI/MobileFace)