AI-Powered Crack Detection App Automates Wall Inspections
product#computer vision📝 Blog|Analyzed: Mar 28, 2026 00:20•
Published: Mar 28, 2026 00:02
•1 min read
•r/learnmachinelearningAnalysis
This is a fantastic application of Computer Vision! The developer has created a fully functional app that uses YOLOv8 segmentation and OCR to automatically measure cracks in walls, generating detailed reports. The project's production-readiness on Hugging Face Spaces makes it incredibly accessible for anyone wanting to jump into automated inspection and AI QA tools.
Key Takeaways
- •The app uses YOLOv8 segmentation and OCR for crack measurement.
- •It intelligently detects rulers in images to aid in measurement.
- •Automated Word reports with summaries and orientation tags are generated.
Reference / Citation
View Original"Built this full computer vision app as a side project: Uses YOLOv8 segmentation + OCR to measure cracks on walls"