demo Computer Vision Dataset
753 Total Images
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Dataset Split
Train Set 88%
660Images
Valid Set 4%
31Images
Test Set 8%
62Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 432x432
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 12% Maximum Zoom
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 39% of images
Brightness: Between -9% and +9%
Exposure: Between -6% and +6%
Blur: Up to 1.2px
Noise: Up to 1.53% of pixels