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SamyleePoseApi-OpenLibrary

GPU Real-time PoseApi (Windows only, Open Library)

Documentation

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