Dataset Versions
v2
2023-01-31 2:35pm
Generated on Jan 31, 2023
148 Total Images
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Dataset Split
Train Set 89%
132Images
Valid Set 9%
13Images
Test Set 2%
3Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x480
Augmentations
Outputs per training example: 3
Grayscale: Apply to 25% of images
Brightness: Between -40% and +40%
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels
Cutout: 7 boxes with 14% size each