Dataset Versions
Versions
v3
2024-12-08 3:34pm
Generated on Dec 8, 2024
3955 Total Images
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Dataset Split
Train Set 87%
3459Images
Valid Set 8%
332Images
Test Set 4%
164Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 1280x1280
Auto-Adjust Contrast: Using Contrast Stretching
Tile: 2 rows x 2 columns
Filter Null: Require all images to contain annotations.
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