Dataset Versions
v2
2023-07-14 12:46pm
Generated on Jul 14, 2023
2076 Total Images
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Dataset Split
Train Set 92%
1914Images
Valid Set 5%
114Images
Test Set 2%
48Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Exposure: Between -25% and +25%
Cutout: 3 boxes with 10% size each