Dataset Versions
v1
2024-06-27 7:46am
Generated on Jun 27, 2024
3743 Total Images
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Dataset Split
Train Set 88%
3276Images
Valid Set 8%
311Images
Test Set 4%
156Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 15% of images
Hue: Between -25° and +25°
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Noise: Up to 0.1% of pixels