Dataset Versions
Versions
v1
2024-09-10 3:16am
Generated on Sep 10, 2024
4405 Total Images
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Dataset Split
Train Set 88%
3855Images
Valid Set 8%
367Images
Test Set 4%
183Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Noise: Up to 0.1% of pixels