Dataset Versions

v12

2023-10-21 2:49am

Generated on Oct 20, 2023

Dataset Split

Train Set 84%
2934Images
Valid Set 11%
378Images
Test Set 5%
189Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1920x1080
Grayscale: Applied
Modify Classes: 8 remapped, 8 dropped

Augmentations

Outputs per training example: 3
Flip: Vertical
Rotation: Between -15° and +15°
Shear: ±9° Horizontal, ±10° Vertical
Brightness: Between -47% and +47%
Blur: Up to 3.5px
Mosaic: Applied

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