DableUTeeF / seven2

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GDrive link is here

Palm's project directory: https://drive.google.com/open?id=1OAZB82wyWc5GmFSatwja3AdTBPsFa69x

Golf's March 9th images: https://drive.google.com/file/d/1aCXR5tJwtUuyBrEh713EgvcxFq4xGUf7/view

Golf's March 13th images: https://drive.google.com/file/d/15XjKKXViz58s25moz76e2HBPRWTn93PE/view

Note

The predefined_classes.txt for use in labelImg is in anns/

Plan

Query image selection method

No Train Query Result
1 All All 0.4517
2 All Random Selected ---
3 Random Selected Random Selected ---
4 Average Nearest Selected Average Nearest Selected ---

Contrastive loss and distant threshold

No Train loss distant threshold result
1 Euclidean Distant 1.0 --
2 Invert Cosine Similarity cosine(0.5) --
3 Euclidean Distant 0.7 --

Normal Detector

No Method mAP
1 Retinanet 0.2711
2 Yolo --

References

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