Dataset Versions
v5
2023-11-08 9:27am
Generated on Nov 8, 2023
1375 Total Images
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Dataset Split
Train Set 87%
1200Images
Valid Set 5%
75Images
Test Set 7%
100Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Saturation: Between -50% and +50%
Brightness: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels
Cutout: 3 boxes with 15% size each