Dataset Versions

v1

2023-01-31 12:00pm

Generated on Jan 31, 2023

Dataset Split

Train Set 88%
120Images
Valid Set 9%
12Images
Test Set 3%
4Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x480

Augmentations

Outputs per training example: 3
Grayscale: Apply to 23% of images
Brightness: Between -29% and +29%
Blur: Up to 2.75px
Noise: Up to 9% of pixels
Cutout: 7 boxes with 14% size each
Mosaic: Applied

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