Dataset Versions
v3
2024-07-16 7:13am
Generated on Jul 16, 2024
1151 Total Images
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Dataset Split
Train Set 96%
1101Images
Valid Set 3%
35Images
Test Set 1%
15Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x480
Auto-Adjust Contrast: Using Contrast Stretching
Augmentations
Outputs per training example: 3
Grayscale: Apply to 15% of images
Brightness: Between -15% and +15%
Exposure: Between -11% and +11%
Blur: Up to 1.5px
Noise: Up to 0.54% of pixels