Dataset Versions

v3

2023-06-13 11:14pm

Generated on Jun 13, 2023

Dataset Split

Train Set 87%
687Images
Valid Set 12%
98Images
Test Set 0%
1Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Blur: Up to 1px
Noise: Up to 5% of pixels
Bounding Box: Shear: ±30° Horizontal, ±0° Vertical

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