Dataset Versions
v2
2024-11-03 11:54am
Generated on Nov 3, 2024
2329 Total Images
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Dataset Split
Train Set 87%
2031Images
Valid Set 5%
121Images
Test Set 8%
177Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5.01% of pixels
Cutout: 3 boxes with 10% size each