Dataset Versions
v3
2023-09-01 3:27pm
Generated on Sep 1, 2023
1570 Total Images
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Dataset Split
Train Set 88%
1374Images
Valid Set 8%
131Images
Test Set 4%
65Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 34% Maximum Zoom
Saturation: Between -20% and +20%
Cutout: 3 boxes with 14% size each