Dataset Versions
v2
2024-07-30 8:41pm
Generated on Jul 30, 2024
1472 Total Images
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Dataset Split
Train Set 87%
1287Images
Valid Set 8%
124Images
Test Set 4%
61Images
Preprocessing
Resize: Fit within 512x512
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Noise: Up to 0.1% of pixels
