Dataset Versions
v3
Colab_Train
Generated on Nov 2, 2024
1878 Total Images
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Dataset Split
Train Set 94%
1773Images
Valid Set 5%
101Images
Test Set 0%
4Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -30% and +30%
Brightness: Between -20% and +20%
Exposure: Between -12% and +12%
Blur: Up to 2px