Dataset Versions
v4
2023-04-05 9:26pm
Generated on Apr 6, 2023
3440 Total Images
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Dataset Split
Train Set 70%
2407Images
Valid Set 20%
689Images
Test Set 10%
344Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 256x256
Augmentations
Outputs per training example: 1
Flip: Horizontal, Vertical
Hue: Between -44° and +44°
Exposure: Between -32% and +32%
Bounding Box: Shear: ±21° Horizontal, ±20° Vertical
Bounding Box: Brightness: Between -56% and +56%
Bounding Box: Blur: Up to 10px