Dataset Versions
v4
2024-07-31 8:43pm
Generated on Jul 31, 2024
1283 Total Images
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Dataset Split
Train Set 90%
1158Images
Valid Set 6%
79Images
Test Set 4%
46Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Noise: Up to 1.53% of pixels