Dataset Versions

v2

2023-06-22 2:38am

Generated on Jun 21, 2023

Dataset Split

Train Set 87%
750Images
Valid Set 8%
71Images
Test Set 4%
37Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (white edges) in 640x640
Modify Classes: 0 remapped, 4 dropped

Augmentations

Outputs per training example: 3
Grayscale: Apply to 10% of images
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 5% of pixels
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical

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