Dataset Versions

v4

2024-09-06 11:26pm

Generated on Sep 6, 2024

Dataset Split

Train Set 100%
4653Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

Resize: Fit within 240x240

Augmentations

Outputs per training example: 3
Crop: 10% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 20% of images
Hue: Between -15° and +15°
Saturation: Between -30% and +30%
Brightness: Between -25% and +25%
Blur: Up to 2.2px
Noise: Up to 1.96% of pixels

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