Dataset Versions

v4

2023-12-04 3:31pm

Generated on Dec 4, 2023

Dataset Split

Train Set 100%
72Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 8% Maximum Zoom
Rotation: Between -2° and +2°
Shear: ±1° Horizontal, ±1° Vertical
Grayscale: Apply to 5% of images
Hue: Between -10° and +10°
Saturation: Between -5% and +5%
Brightness: Between -4% and +4%
Exposure: Between -3% and +3%
Blur: Up to 0.5px
Noise: Up to 1% of pixels

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