Dataset Versions

v8

2024-10-07 12:37am

Generated on Oct 7, 2024

Dataset Split

Train Set 94%
1287Images
Valid Set 4%
51Images
Test Set 2%
25Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 512x512

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -23° and +23°
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 2.5px
Noise: Up to 0.5% of pixels

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