Dataset Versions
Versions
v1
2024-10-15 11:32am
Generated on Oct 15, 2024
11631 Total Images
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Dataset Split
Train Set 82%
9516Images
Valid Set 5%
529Images
Test Set 14%
1586Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Noise: Up to 0.1% of pixels