FYP

Defect_Detection

Object Detection

Defect_Detection Image Dataset

v5

2023-01-02 5:12am

Generated on Jan 2, 2023

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Dataset Split

Train Set 88%
1260Images
Valid Set 7%
99Images
Test Set 6%
81Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 720x720

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -2° and +2°
Grayscale: Apply to 20% of images
Saturation: Between -20% and +20%
Brightness: Between -6% and +6%
Bounding Box: Exposure: Between -3% and +3%