Bare PCB defect detection using Image Subtraction technique, implemented with OpenCV in Python.
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Sep 6, 2022 - Jupyter Notebook
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pcb-defect-detection
Here are 6 public repositories matching this topic...
Modelling & Training for a AI-Driven PCB Fault Detection project.
python machine-learning pcb kaggle dataset yolo object-detection data-preprocessing pascal-voc model-evaluation data-aggregation model-training dataset-aggregation yolo-dataset ultralytics yolo-data-preprocessing pcb-defect-detection pcb-components image-slicing yolov11
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Jul 6, 2025 - Jupyter Notebook
A Flutter UI for AI-Driven PCB Fault Detection, with Rust+Ort used for the ML inference on edge.
windows rust machine-learning ai material-ui pcb yolo object-detection ort flutter rayon onnx flutter-windows onnx-models pcb-defect-detection rust-image flutter-rust-bridge flutter-rust pcb-components yolov11
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Sep 10, 2025 - Dart
PCB Defect Detector is a web application designed to analyze and detect defects in printed circuit boards (PCBs). The application leverages modern web technologies and tools to provide an intuitive interface for uploading, analyzing, and visualizing PCB defects. It also includes batch processing, dashboard analytics, and explainable AI insights.
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Oct 14, 2025 - TypeScript
An end-to-end deep learning system for automated PCB defect detection that combines computer vision with domain expertise. This project demonstrates the practical application of AI in industrial quality control, achieving 91.2% F1-score on multi-label defect classification.
python opencv machine-learning quality-control computer-vision deep-learning jupyter-notebook cnn pytorch image-classification resnet transfer-learning multi-label-classification defect-detection industrial-ai pcb-defect-detection
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Oct 14, 2025 - Jupyter Notebook
This repository contains the code and resources for a PCB defect detection project. The project uses YOLO and other comparative models to detect and classify PCB defects, along with improvements to the dataset for achieving better results.
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Apr 29, 2025 - Python
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