Dataset Versions

v1

2024-03-01 3:15pm

Generated on Mar 1, 2024

Dataset Split

Train Set 87%
573Images
Valid Set 9%
58Images
Test Set 4%
29Images

Preprocessing

Resize: Fit (black edges) in 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 27% Maximum Zoom
Rotation: Between -45° and +45°
Shear: ±10° Horizontal, ±0° Vertical
Grayscale: Apply to 15% of images
Hue: Between -72° and +72°
Blur: Up to 0.2px
Noise: Up to 5.6% of pixels

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