Dataset Versions
v1
01
Generated on Jan 16, 2024
9372 Total Images
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Dataset Split
Train Set 87%
8139Images
Valid Set 8%
737Images
Test Set 5%
496Images
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
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Shear: ±10° Horizontal, ±10° Vertical