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Structural Defect Detection on Steel

Application Screenshot

Model creation:
Step 1: Remove test images without defects
Step 2: Keras U-net



4 types of defects:
1. Multiple chips on the surface
Defect 1
2. Single Vertical crack
Defect 2
3. Multiple vertical cracks
Defect 3
4. Muliptle large surface patches
Defect 4