Dataset Versions
v1
2023-09-15 8:15pm
Generated on Sep 15, 2023
14599 Total Images
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Dataset Split
Train Set 92%
13476Images
Valid Set 6%
842Images
Test Set 2%
281Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Saturation: Between -15% and +15%
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Noise: Up to 1% of pixels