Dataset Versions
v2
2024-02-29 10:15am
Generated on Feb 29, 2024
1294 Total Images
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Dataset Split
Train Set 89%
1148Images
Valid Set 9%
110Images
Test Set 3%
36Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Histogram Equalization
Grayscale: Applied
Augmentations
Outputs per training example: 2
Flip: Horizontal
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Exposure: Between -15% and +15%
Noise: Up to 0.5% of pixels