PJunhyuk / people-counting-pose

Odin: Pose estimation-based tracking and counting of people in videos
Apache License 2.0
173 stars 46 forks source link

Can this work for real-time stream? Like CCTV #8

Closed staymillion closed 6 years ago

staymillion commented 6 years ago

If it can work in real-time video and show result directly on a video seems more awesome

PJunhyuk commented 6 years ago

This code is hard to run in real time, because it does not use the GPU. When I tested this code in CPU Intel(r) Xeon(R) CPU E5-2687W v3 @ 3.10GHz, it takes 140.0sec for test_video_01.mov (2.0MB, 72 frame, [1280, 720]) If you want to run pose-estimation in real time, maybe you can check openpose.