Dataset Versions
Versions
v1
2024-08-31 4:55pm
Generated on Aug 31, 2024
2852 Total Images
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Dataset Split
Train Set 88%
2496Images
Valid Set 8%
236Images
Test Set 4%
120Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Noise: Up to 0.1% of pixels