Support light weight 3D pose estimation model

Support lightweight 3D single-person pose estimation provided by SangbumChoi/MobileHumanPose created by @SangbumChoi

Model	Size	Download Link
LiteBaseline3DPose	16.6 MB	download

Support 3D pose estimation model

Support 3D single-person pose estimation provided by mks0601/3DMPPE_POSENET_RELEASE converted to tflite by @SangbumChoi

Model	Size	Download Link
Baseline3DPose	137.1 MB	download

The next release would be to support light-weight 3D pose estimation model designed by @SangbumChoi

v1.1.0

Support 2D simple baseline pose estimation provided by imgclsmob repo.

Model	Extractor	OKS AP, %	Params	FLOPs/2	Remarks
SimplePose	ResNet-18	66.31/89.20/73.41	15,376,721	1,799.25M	From dmlc/gluon-cv (log)
SimplePose	ResNet-50b	71.02/91.23/78.57	33,999,697	4,041.06M	From dmlc/gluon-cv (log)
SimplePose	ResNet-101b	72.44/92.18/79.76	52,991,825	7,685.04M	From dmlc/gluon-cv (log)
SimplePose	ResNet-152b	72.53/92.14/79.61	68,635,473	11,332.86M	From dmlc/gluon-cv (log)
SimplePose	ResNet(A)-50b	71.70/91.31/78.66	34,018,929	4,278.56M	From dmlc/gluon-cv (log)
SimplePose	ResNet(A)-101b	72.97/92.24/80.81	53,011,057	7,922.54M	From dmlc/gluon-cv (log)
SimplePose	ResNet(A)-152b	73.44/92.27/80.72	68,654,705	11,570.36M	From dmlc/gluon-cv (log)

https://github.com/osmr/imgclsmob/tree/master/tensorflow2#coco-keypoints-detection

v1.0.0

• Support PoseNet tflite model provided by google
• Inference with a device's still image
• Inference with an image captured by device's camera