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
- Repo cloned here
- [Keras-Retinanet] (https://github.com/fizyr/keras-retinanet)
- [Keras-YoloV3] (https://github.com/experiencor/keras-yolo3)
- [Keras-EfficientNet] (https://github.com/titu1994/keras-efficientnets)