Machine Vision Courses and Certifications

Machine Vision Application Technology

A project-based introduction to industrial machine vision, from cameras, lenses, and lighting through calibration, inspection, recognition, image stitching, and sorting.

• XuetangX
• Self-Paced
• Free Online Course

DroneBot Workshop

Machine Vision with HuskyLens

Explore HuskyLens, an AI machine vision sensor, through recognition modes and Arduino integration over UART and I2C.

• YouTube
• 44 minutes
• Self-Paced
• Free Video

Artificial Vision for Textile quality control

Detect woven fabric defects automatically: recognize the most common textile faults, configure artificial vision systems, and apply automated inspection procedures in textile production.

• Coursera
• 5 weeks, 3 hours a week
• Self-Paced
• Paid Course

Stuff Made Here

World's Hardest Jigsaw vs. Puzzle Machine - All White

A machine uses image processing, geometric analysis, and custom algorithms to solve an all-white jigsaw puzzle and feed its pieces automatically.

• YouTube
• 22 minutes
• Self-Paced
• Free Video

Computer Vision

A hardware-first tour of vision systems: how cameras, sensors, lenses, light rays and illuminators work with image processing software, and why each component matters.

• Polimi OPEN KNOWLEDGE
• Self-Paced
• Free Certificate

Introduction to Industrial Image Processing

The MOOC teaches the basics of industrial image processing - the hardware components, common algorithms and applications.

• edX
• 5 weeks, 3-4 hours a week
• Self-Paced
• Free Online Course (Audit)

Deploy and Test a Visual Inspection AI Cosmetic Anomaly Detection Solution

Deploy and Test a Visual Inspection AI Cosmetic Anomaly Detection Solution

• Google Skills
• 1-2 hours
• Self-Paced
• Paid Course

Detect Manufacturing Defects using Visual Inspection AI: Challenge Lab

Timed challenge lab: deploy exported Visual Inspection AI cosmetic and assembly inspection artifacts, then use them to flag defective versus non-defective product images.

• Google Skills
• 1-2 hours
• Self-Paced
• Paid Course

Roboflow

Keyence IV3 Camera Setup and Configuration Guide

Master the complete setup and configuration process of the Keyence IV3 camera, from initial hardware connections to advanced features like FTP server integration and defect detection tools.

• YouTube
• 19 minutes
• Self-Paced
• Free Video

Edge Impulse

Computer Vision with Embedded Machine Learning

168 ratings at Coursera

Train convolutional neural networks to classify images and detect objects, then deploy them to microcontrollers and single board computers using Edge Impulse.

• Coursera
• 3 weeks, 10 hours a week
• Self-Paced
• Paid Course

MathWorks

Machine Learning for Computer Vision

23 ratings at Coursera

Train machine learning models in MATLAB to classify street sign images using bag of features, evaluate classification results, and detect material defects with object detection.

• Coursera
• 4 weeks, 3 hours a week
• Self-Paced
• Paid Course

Computer Vision and Sequence Analysis in Machine Learning

Build machine learning models for image and time-series data in healthcare: detect brain tumors from MRI scans and predict sepsis onset from patient vital signs.

• Coursera
• 4 weeks, 4 hours a week
• Self-Paced
• Paid Course

Packt

Machine Learning – Modern Computer Vision & Generative AI

Fine-tune image classifiers and object detectors with pre-trained models and KerasCV, handle COCO and Pascal VOC datasets, and generate images with Stable Diffusion.

• Coursera
• 8 weeks, 1 hour a week
• Self-Paced
• Paid Course

工业机器视觉与传感技术

以项目驱动方式，设计并调试易拉罐日期识别、芯片测量、工件分拣等工业机器视觉系统。

• XuetangX
• Self-Paced
• Free Online Course

智能视觉技术应用

使用 VisionPro 配置、调试视觉系统，并通过书签检测项目完成图像几何测量。

• XuetangX
• Self-Paced
• Free Online Course