Dataset Versions

v4

V2

Generated on Jun 10, 2024

Dataset Split

Train Set 99%
945Images
Valid Set 1%
5Images
Test Set 1%
5Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (reflect edges) in 640x640

Augmentations

Outputs per training example: 5
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Hue: Between -15° and +15°
Brightness: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 1.01% of pixels

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