Dataset Versions
v2
2024-10-21 2:16pm
Generated on Oct 21, 2024
4719 Total Images
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Dataset Split
Train Set 88%
4173Images
Valid Set 8%
361Images
Test Set 4%
185Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Grayscale: Apply to 23% of images
Hue: Between -49° and +49°
Saturation: Between -49% and +49%
Brightness: Between -34% and +34%
Exposure: Between -30% and +30%
Noise: Up to 1.96% of pixels