Dataset Versions

v7

2024-09-17 12:40pm

Generated on Sep 17, 2024

Dataset Split

Train Set 97%
7371Images
Valid Set 2%
153Images
Test Set 1%
55Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 400x400

Augmentations

Outputs per training example: 7
Flip: Horizontal
Grayscale: Apply to 22% of images
Hue: Between -27° and +27°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 0.7px
Noise: Up to 0.1% of pixels

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