Dataset Versions

v14

2024-07-01 8:07am

Generated on Jul 1, 2024

Dataset Split

Train Set 83%
207Images
Valid Set 14%
34Images
Test Set 3%
7Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Flip: Horizontal
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Blur: Up to 1.4px
Noise: Up to 0.3% of pixels
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Rotation: Between -15° and +15°

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