Dataset Versions
v2
2024-01-07 2:11pm
Generated on Jan 7, 2024
8779 Total Images
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Dataset Split
Train Set 86%
7515Images
Valid Set 11%
926Images
Test Set 4%
338Images
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
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Noise: Up to 0.1% of pixels
Mosaic: Applied