Dataset Versions
v4
2024-05-29 11:24pm
Generated on May 29, 2024
853 Total Images
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Dataset Split
Train Set 88%
747Images
Valid Set 8%
71Images
Test Set 4%
35Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -12° and +12°
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