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Hobbyist & Makers

Budget-friendly builds with Raspberry Pi and OpenCV

→ How My £65 Raspberry Pi 3D Print Monitor Genera... → DIY 3D Print Failure Detector with Raspberry Pi...

Tags: raspberry-pi, opencv, 3d-printing, maker-projects

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Production-ready systems and enterprise solutions

→ Cognex vs Landing AI vs Roboflow: Complete Comp... → Jetson Nano Defect Detection Setup: Complete De... → Best Datasets for Defect Detection Training: Co... → How to Detect Scratches with OpenCV Python: Com...

Tags: enterprise, manufacturing, automation, jetson-nano

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Case Study

How My £65 Raspberry Pi 3D Print Monitor Generated £1,443 Value: 6-Month Case Study

Real results from 6 months of automated 3D print monitoring. How a £65 Raspberry Pi system caught 43 failures (91.5%...

3D print monitoring Filament waste reduction Maker ROI tracking

Hardware

Raspberry Pi Zero 2 W Pi Camera Module V2 +2

Dec 20, 2025 14 min

Tutorial

DIY 3D Print Failure Detector with Raspberry Pi: Complete Build

Build a smart 3D print monitor with Raspberry Pi that detects spaghetti failures using computer vision. Save filament and print...

3D print failure detection Filament waste reduction Unattended printing monitoring +2 more

Hardware

Raspberry Pi Zero 2 W or Pi 4 Pi Camera Module V2 +4

Dec 15, 2025 40 min

Comparison

Cognex vs Landing AI vs Roboflow: Complete Comparison Guide 2025

Comprehensive comparison of the top 3 defect detection platforms: Cognex ViDi, Landing AI, and Roboflow. Pricing, features, use cases, and...

Platform selection Vendor evaluation ROI analysis +2 more

Hardware

Varies by platform - from standard PC to industrial cameras

Dec 11, 2025 15 min

Recent Posts

Case Study

How My £65 Raspberry Pi 3D Print Monitor Generated £1,443 Value: 6-Month Case Study

Real results from 6 months of automated 3D print monitoring. How a £65 Raspberry Pi system caught 43 failures (91.5%...

3D print monitoring Filament waste reduction Maker ROI tracking

Hardware

Raspberry Pi Zero 2 W Pi Camera Module V2 +2

Dec 20, 2025 14 min

Tutorial

DIY 3D Print Failure Detector with Raspberry Pi: Complete Build

Build a smart 3D print monitor with Raspberry Pi that detects spaghetti failures using computer vision. Save filament and print...

3D print failure detection Filament waste reduction Unattended printing monitoring +2 more

Hardware

Raspberry Pi Zero 2 W or Pi 4 Pi Camera Module V2 +4

Dec 15, 2025 40 min

Comparison

Cognex vs Landing AI vs Roboflow: Complete Comparison Guide 2025

Comprehensive comparison of the top 3 defect detection platforms: Cognex ViDi, Landing AI, and Roboflow. Pricing, features, use cases, and...

Platform selection Vendor evaluation ROI analysis +2 more

Hardware

Varies by platform - from standard PC to industrial cameras

Dec 11, 2025 15 min

Tutorial

Jetson Nano Defect Detection Setup: Complete Deployment Guide

Complete guide to deploying YOLOv8 defect detection on NVIDIA Jetson Nano. Includes installation, optimization, and real-time inference setup for production...

PCB inspection stations Assembly line quality control Surface defect detection +2 more

Hardware

NVIDIA Jetson Nano Developer Kit Raspberry Pi Camera Module V2 +2

Dec 10, 2025 32 min

Resources

Best Datasets for Defect Detection Training: Complete 2025 Guide

Comprehensive guide to the best public and commercial datasets for training AI defect detection models. Covers manufacturing, industrial, and specialized...

Model training and evaluation Transfer learning Benchmarking algorithms +2 more

Hardware

Training PC with GPU 8GB+ VRAM Storage 50GB+ recommended

Dec 10, 2025 15 min

Tutorial

How to Detect Scratches with OpenCV Python: Complete Tutorial

Learn how to detect scratches on metal, plastic, and glass surfaces using OpenCV Python. Includes edge detection, morphological operations, and...

Metal surface inspection Automotive paint QC Glass defect detection +2 more

Hardware

USB webcam or industrial camera LED or controlled lighting +1

Dec 10, 2025 39 min

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