Dataset Versions
v7
2023-07-04 12:43am
Generated on Jul 3, 2023
1101 Total Images
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Dataset Split
Train Set 91%
1002Images
Valid Set 4%
49Images
Test Set 5%
50Images
Preprocessing
Resize: Stretch to 1280x640
Modify Classes: 0 remapped, 2 dropped
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 35% Maximum Zoom
Hue: Between -10° and +10°
Saturation: Between -25% and +25%
Exposure: Between -5% and +5%
Blur: Up to 1px
Noise: Up to 5% of pixels