Dataset Versions

v8

2023-07-22 9:46pm

Generated on Jul 22, 2023

Dataset Split

Train Set 87%
8648Images
Valid Set 8%
834Images
Test Set 4%
430Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 3 dropped

Augmentations

Outputs per training example: 2
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 2.5px
Noise: Up to 5% of pixels

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