Dataset Versions
v3
2024-05-28 7:32pm
Generated on May 28, 2024
7412 Total Images
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Dataset Split
Train Set 88%
6486Images
Valid Set 8%
618Images
Test Set 4%
308Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Grayscale: Apply to 18% of images
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -12% and +12%
Blur: Up to 2.2px
Noise: Up to 1.4% of pixels