Dataset Versions
Versions
v1
2024-09-13 9:49am
Generated on Sep 13, 2024
10048 Total Images
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Dataset Split
Train Set 88%
8793Images
Valid Set 8%
837Images
Test Set 4%
418Images
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
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels