Dataset Versions
v7
2024-12-23 4:44am
Generated on Dec 22, 2024
2290 Total Images
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Dataset Split
Train Set 92%
2112Images
Valid Set 4%
89Images
Test Set 4%
89Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Brightness: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 1.01% of pixels