Dataset Versions

v9

2023-08-25 9:25pm

Generated on Aug 26, 2023

Dataset Split

Train Set 91%
2535Images
Valid Set 6%
157Images
Test Set 3%
82Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 400x400
Filter by Tag: 0 required, 1 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Hue: Between -80° and +80°
Exposure: Between -15% and +15%
Noise: Up to 3% of pixels

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