Dataset Versions
v2
2024-01-28 11:56pm
Generated on Jan 28, 2024
12503 Total Images
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Dataset Split
Train Set 87%
10935Images
Valid Set 8%
1043Images
Test Set 4%
525Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Saturation: Between -17% and +17%
Brightness: Between 0% and +10%
Exposure: Between -8% and +8%
Noise: Up to 0.22% of pixels