Dataset Versions
v2
2023-07-14 1:16am
Generated on Jul 13, 2023
1702 Total Images
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Dataset Split
Train Set 80%
1356Images
Valid Set 13%
213Images
Test Set 8%
133Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 50% of images
Noise: Up to 5% of pixels