Dataset Versions
v2
2023-06-19 11:21pm
Generated on Jun 19, 2023
1267 Total Images
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Dataset Split
Train Set 86%
1086Images
Valid Set 9%
115Images
Test Set 5%
66Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: 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
Shear: ±15° Horizontal, ±15° Vertical