Dataset Versions
Versions
v1
2024-03-18 1:07pm
Generated on Mar 18, 2024
7834 Total Images
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Dataset Split
Train Set 88%
6855Images
Valid Set 8%
653Images
Test Set 4%
326Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Saturation: Between -30% and +30%
Noise: Up to 0.1% of pixels