Principles and Methods of Defect Detection Based on Machine Vision

Principles and Methods of Defect Detection Based on Machine Vision

Statistical Classification Methods: (1) Based on KNN (K-Nearest Neighbors): Use similarity to find the k nearest training samples, then score and rank them by score. (2) Based on Naive Bayes Algorithm: Calculate probabilities to build classification models. Guidance: A doctor diagnosing a patient is a typical classification process. No doctor can directly see a patient’s … Read more

Surface Defect Detection Method Based on GAN

Click on the above “Beginner Learns Vision“, choose to add “Star Mark” or “Top“ Essential Insights Delivered Promptly Source | Intelligent Manufacturing Bureau Introduction Defect detection is a crucial aspect of the industrial production process, and the quality of its detection results directly affects product quality. In real-world scenarios, when the defect rate is very … Read more

Using Image Segmentation for Defect Detection: A Practical Guide

Using Image Segmentation for Defect Detection: A Practical Guide

Click the "Xiaobai Learns Vision" above, select to add "Star" or "Top" Heavy content delivered at the first time Author丨Vinithavn Source丨AI Park 1. Introduction What is Object Detection? Given an image, we humans can identify objects within it. For example, we can detect if there are cars, trees, people, etc., in the image. If we … Read more