Dataset Versions
Versions
v1
2024-09-16 4:59pm
Generated on Sep 16, 2024
4971 Total Images
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Dataset Split
Train Set 92%
4587Images
Valid Set 6%
284Images
Test Set 2%
100Images
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, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 76% Maximum Zoom
Cutout: 4 boxes with 10% size each