Dataset Versions
Versions
v2
2024-07-12 6:31pm
Generated on Jul 12, 2024
3964 Total Images
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Dataset Split
Train Set 87%
3468Images
Valid Set 8%
332Images
Test Set 4%
164Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 1280x1280
Auto-Adjust Contrast: Using Adaptive Equalization
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Brightness: Between -15% and +15%
Noise: Up to 0.1% of pixels