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jinmang2 / anomaly_detection_on_video

Implementation for Anomaly Detection on Video
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Converge to dead point #5

Closed jinmang2 closed 1 year ago

jinmang2 commented 1 year ago 
Epoch: 0 AUC=0.7311109131122027 PR=0.1420707681618724
Epoch: 1 AUC=0.7745995250438935 PR=0.18668520013592815
Epoch: 2 AUC=0.20249863179555194 PR=0.045019311318584346
Epoch: 3 AUC=0.7932076820515251 PR=0.15040366317743084
Epoch: 4 AUC=0.262334250504158 PR=0.0485754562356995
Epoch: 5 AUC=0.788056165487827 PR=0.14882549438377327
Epoch: 6 AUC=0.2064220237980844 PR=0.047358072838356295
Epoch: 7 AUC=0.5 PR=0.5378510318235344
Epoch: 8 AUC=0.5 PR=0.5378510318235344
jinmang2 commented 1 year ago

https://github.com/jinmang2/anomaly_detection_on_video/blob/75cad08c2d73748bca514a3e058f89984eb0ebb7/src/dataset.py#L124

jinmang2 commented 1 year ago

Fix bug.