Dataset Versions
v4
2024-02-26 10:38am
Generated on Feb 26, 2024
2252 Total Images
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Dataset Split
Train Set 89%
2004Images
Valid Set 8%
184Images
Test Set 3%
64Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 224x224
Auto-Adjust Contrast: Using Adaptive Equalization
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
Grayscale: Apply to 15% of images
Saturation: Between -25% and +25%
Blur: Up to 0.8px
Noise: Up to 1.09% of pixels