Dataset Versions

v2

2023-09-14 5:44pm

Generated on Sep 14, 2023

Dataset Split

Train Set 60%
3Images
Valid Set 20%
1Images
Test Set 20%
1Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Grayscale: Apply to 25% of images
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels

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