Pose AI - Happy Birthday to Me and Happy Halloween
October 31, 2018 is Halloween... ^_^ Happy Halloween everyone...
And, Happy Birthday To Myself. Such an old NOBODY... DON'T ask my age. Anyway, enjoy life...
Today, we are testing out some pose estimation open source, based on various open source AI frameworks, including: * PyTorch * Tensorflow * Caffe2 * Caffe
1. OpenPose
| Body Tracking | Body Foot |
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| Body Hand | Body Face |
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The related paper can be found at Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields.
2. tf-pose-estimation
Please refer to Posture Recognition by A Single 2D Webcam
3. pose-tensorflow
| Single Person | Multiple Persons |
|---|---|
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4. Facebook Detectron
5. Facebook DetectAndTrack
6. Facebook DensePose
6.1 COCO Visualize
| Original Image | Collected Points | Subplots |
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6.2 RCNN Texture Transfer
| Texture | Mesh | Synth UV |
|---|---|---|
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| IUV | Texture Transfer | Original Image |
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6.3 RCNN Visualize
| IUV | Mesh | Contour |
|---|---|---|
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7. Facebook maskrcnn-benchmark
