Dataset Versions
Versions
v2
2024-09-04 5:14am
Generated on Sep 4, 2024
5589 Total Images
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Dataset Split
Train Set 96%
5361Images
Valid Set 3%
153Images
Test Set 1%
75Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 1024x768
Modify Classes: 0 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Grayscale: Apply to 10% of images
Hue: Between -15° and +15°
Saturation: Between -20% and +20%
Brightness: Between -15% and +15%
Blur: Up to 1.5px
Noise: Up to 0.1% of pixels