Dataset Versions
v11
1st_train_BW
Generated on Oct 30, 2024
4444 Total Images
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Dataset Split
Train Set 87%
3888Images
Valid Set 8%
368Images
Test Set 4%
188Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Grayscale: Applied
Tile: 2 rows x 2 columns
Modify Classes: 0 remapped, 3 dropped
Augmentations
Outputs per training example: 3
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px