Dataset Versions
v3
2024-09-18 4:33am
Generated on Sep 18, 2024
5410 Total Images
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Dataset Split
Train Set 87%
4731Images
Valid Set 8%
455Images
Test Set 4%
224Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels