SamyleePoseApi
GPU Real-time PoseApi (Windows only, Open Library)
Github
https://github.com/samylee/SamyleePoseApi-OpenLibrary
Requirements
- NVIDIA-GPU (GTX1080/1080Ti, RTX2080/2080Ti)
- CUDA10.0/CUDNN7.6 (or higher)
- Windows10/7
- VC14.1/15 (VS2017 or higher)
- third_part_dll (Password:
izy2)
Algorithm efficiency
| Algorithm | mAP | Speed/FPS | model | CPU/GPU |
|---|---|---|---|---|
| OpenPose | 0.61 | 70ms/14FPS | --- | i7-9700K/GTX1080 |
| YOLOV3-SPP + SamyleePoseApi | 0.72 | 50ms/20FPS | weights(Password: rg7w) | i7-9700K/GTX1080 |
SamyleePoseApi efficiency
| Person-Counting | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 |
|---|---|---|---|---|---|---|---|---|---|---|
| Speed(ms) | 18 | 21 | 24 | 30 | 33 | 39 | 44 | 50 | 53 | 58 |
Example result

Reference
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