Dataset Versions
v4
2023-06-18 1:26am
Generated on Jun 17, 2023
3643 Total Images
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Dataset Split
Train Set 92%
3339Images
Valid Set 4%
157Images
Test Set 4%
147Images
Preprocessing
Resize: Stretch to 1280x720
Tile: 2 rows x 2 columns
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
Saturation: Between -25% and +25%
Exposure: Between -5% and +5%
Blur: Up to 1px