Dataset Versions
v1
2024-12-07 4:24pm
Generated on Dec 7, 2024
3192 Total Images
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Dataset Split
Train Set 96%
3078Images
Valid Set 4%
114Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -10° and +10°
Shear: ±6° Horizontal, ±5° Vertical
Brightness: Between -18% and +18%
Exposure: Between -11% and +11%
Blur: Up to 0.8px
Noise: Up to 0.3% of pixels