Dataset Versions
v2
2022-12-12 2:14pm
Generated on Dec 12, 2022
951 Total Images
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Dataset Split
Train Set 92%
876Images
Valid Set 8%
75Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Exposure: Between -25% and +25%
Noise: Up to 4% of pixels
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Blur: Up to 9.5px