Dataset Versions

v1

2023-12-08 8:46am

Generated on Dec 8, 2023

Dataset Split

Train Set 100%
5526Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Saturation: Between -15% and +15%
Brightness: Between -12% and +12%
Exposure: Between -8% and +8%
Blur: Up to 2.5px
Noise: Up to 5% of pixels

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