Dataset Versions
v2
2023-08-07 9:56am
Generated on Aug 7, 2023
3040 Total Images
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Dataset Split
Train Set 87%
2640Images
Valid Set 9%
272Images
Test Set 4%
128Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Tile: 4 rows x 4 columns
Modify Classes: 1 remapped, 0 dropped
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Blur: Up to 0.75px
Noise: Up to 5% of pixels