Dataset Versions
Versions
v1
2024-05-29 4:19pm
Generated on May 29, 2024
3127 Total Images
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Dataset Split
Train Set 95%
2985Images
Valid Set 3%
94Images
Test Set 2%
48Images
Preprocessing
Auto-Orient: Applied
Static Crop: 15-100% Horizontal Region, 15-100% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Saturation: Between -25% and +25%
Exposure: Between -10% and +10%
Blur: Up to 3.7px
Noise: Up to 1.44% of pixels