Dataset Versions
v3
PigID2
Generated on Jun 27, 2024
2450 Total Images
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Dataset Split
Train Set 88%
2145Images
Valid Set 8%
202Images
Test Set 4%
103Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 320x320
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Saturation: Between -34% and +34%
Brightness: Between -25% and +25%
Exposure: Between -12% and +12%
Blur: Up to 3px