concrete Dataset

v2

2023-05-02 9:19am

Generated on May 2, 2023

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Dataset Split

Train Set 88%
3360Images
Valid Set 8%
320Images
Test Set 4%
160Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Saturation: Between -25% and +25%

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