Dataset Versions
v5
2023-09-23 12:01pm
Generated on Sep 23, 2023
4717 Total Images
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Dataset Split
Train Set 88%
4131Images
Valid Set 8%
391Images
Test Set 4%
195Images
Preprocessing
Resize: Stretch to 1000x1000
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Bounding Box: Brightness: Between -50% and +50%
Bounding Box: Exposure: Between -50% and +50%
Bounding Box: Noise: Up to 12% of pixels