Dataset Versions
v3
2024-11-21 7:40pm
Generated on Nov 21, 2024
2118 Total Images
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Dataset Split
Train Set 88%
1854Images
Valid Set 6%
133Images
Test Set 6%
131Images
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