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neuroethology / MARS

End-user version of the Mouse Action Recognition System (MARS)
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MARS_1.8 GUI output for a long long time #44

Closed dcwjsongweilong closed 1 year ago

dcwjsongweilong commented 2 years ago

Hi, Thank you very much for sharing MARS! However, after I installed this package and test with your sample videos, I get output for a long time. CPU(AMD R75800H) ---- GPU(RTX 3060) ----python3.7---- CUDA11.2 ---- cuDNN8.1 ---- tensorflow_GPU_2.6.0----tensorflow_2.6.0 The output on my console is the following~

D:\anaconda3\envs\mars\python.exe D:\chuan\MARS\mars_v1_8\MARS.py qt.qpa.fonts: Unable to open default EUDC font: "EUDC.TTE" 1 - Extracting pose creating the movie reader... Processing video for detection and pose ... Creating pool... Pool created with 8 workers. Creating queues Queues created. Linking pools Pools linked. Feeding data... Pose 4% -- frame 47/1056 [Elapsed Time: 0:09:49] | | (ETA: 3:30:56) This really takes a long time, although using your sample_videos!

dcwjsongweilong commented 2 years ago

Snipaste_08_11-35-01 GPU occupancy is full

dcwjsongweilong commented 2 years ago

MARS takes three hours to process instance video (18164 frames)

1 - Extracting pose creating the movie reader... Processing video for detection and pose ... Creating pool... Pool created with 8 workers. Creating queues Queues created. Linking pools Pools linked. Feeding data... Pools Started...47/18164 [Elapsed Time: 3:24:14] |#### | (ETA: 0:00:11) Pose 100% -- frame 18164/18164 [Elapsed Time: 3:24:20] |#####| (Time: 3:24:20) Pools Finished. Saving... Saved. Pose Extracted Feats frame 18163/18163 100% -- [Elapsed Time: 0:19:16] |##| (Time: 0:19:16) 2) WinFeats 100% -- Feature 262/262 [Elapsed Time: 0:00:01] |###| (Time: 0:00:01) [DONE] top 19.69 mins Thread features done loading top features predicting labels predicting probabilities ############################## closeinvestigation ######################### Transforming features... Predicting... Classifier prediction took 1.17 secs ############################## mount ######################### Transforming features... Predicting... Classifier prediction took 0.96 secs ############################## attack ######################### Transforming features... Predicting... Classifier prediction took 0.94 secs assigning labels Thread actions done qt.qpa.fonts: Unable to open default EUDC font: "EUDC.TTE" animating8164 0% -- [Elapsed Time: 0:00:00] | | (ETA: --:--:--) frame 18164/18164 100% -- [Elapsed Time: 0:33:34] |########| (Time: 0:33:34) Thread ended