Dataset Versions
Versions
v1
2024-10-10 9:40am
Generated on Oct 10, 2024
13458 Total Images
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Dataset Split
Train Set 97%
13107Images
Valid Set 2%
281Images
Test Set 1%
70Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Grayscale: Apply to 15% of images
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels