Dataset Versions
v3
2024-05-04 6:44pm
Generated on May 4, 2024
184 Total Images
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Dataset Split
Train Set 85%
156Images
Valid Set 10%
18Images
Test Set 5%
10Images
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
90° Rotate: Clockwise, Counter-Clockwise
Shear: ±10° Horizontal, ±10° Vertical
Cutout: 4 boxes with 19% size each