Oct_11_2023

Logs
Author

Hiiiua

Done

  • The new model is finally WORKING!!

  • Metrics:

    • All are averaged over all classes.

    • IoU=0.5: 0.95, AP with setting threshold of 0.5 to 0.95 with pace 0.05.

    • IoU=0.5: Pascal VOC metric (what we are using).

    • Area=large, medium, small corresponding to \(Area>96^2\), \(96^2>Area>32^2\) and \(32^2>Area\). By looking at these metrics, we would see if the model is good at detecting large, medium or small objects.

    • maxDets are the maximum predicted objects allowed.

  • The metric values now are based on 4 train and 4 valid data, so it is ok to have so many zeros. Hopefully we will get more reasonable results on the whole data we have.

Todo

  • The plan is uploading everything to hcc and submit jobs to get preliminary results. Finger crossed for that!