Dataset Versions

v3

2023-06-12 12:08pm

Generated on Jun 12, 2023

Dataset Split

Train Set 89%
1785Images
Valid Set 7%
148Images
Test Set 4%
79Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Modify Classes: 4 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Shear: ±15° Horizontal, ±15° Vertical
Exposure: Between -26% and +26%
Blur: Up to 2.5px

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