Uploaded November 2025 | Updated September 2026, 2 weeks ago
👉 AI Vision sources + Community → skool.com/ai-vision-academy
📋 Join launch waitlist → pysource.com/ai-vision-system-waitlist
🧠 GitHub Repo → github.com/pysource-com/InspektLine
In this episode, I build the first fully working prototype of a real defect detection system for manufacturing.
We go from camera feed → dataset → training → real-time classification, and by the end of the video the system can reliably detect defective vs non-defective parts in real time.
This is Episode 3 of the series where I build an end-to-end AI vision system from scratch.
💼 Book a consultation → pysource.com/consulting
🌐 More Resources → pysource.com
👉 AI Vision sources + Community → skool.com/ai-vision-academy
📋 Join launch waitlist → pysource.com/ai-vision-system-waitlist
🧠 GitHub Repo → github.com/pysource-com/InspektLine
In this episode, I build the first fully working prototype of a real defect detection system for manufacturing.
We go from camera feed → dataset → training → real-time classification, and by the end of the video the system can reliably detect defective vs non-defective parts in real time.
This is Episode 3 of the series where I build an end-to-end AI vision system from scratch.
💼 Book a consultation → pysource.com/consulting
🌐 More Resources → pysource.com
