Dataset Versions
v2
2024-08-09 9:16am
Generated on Aug 9, 2024
3120 Total Images
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Dataset Split
Train Set 88%
2730Images
Valid Set 8%
260Images
Test Set 4%
130Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Saturation: Between -15% and +15%
Noise: Up to 0.1% of pixels