Machine Vision Courses and Certifications

Packt

Machine Learning – Modern Computer Vision & Generative AI

Master modern computer vision and generative AI techniques, from image classification to Stable Diffusion. Build practical skills in transfer learning, object detection, and AI-driven image generation using KerasCV and Python.

• Coursera
• 9 hours 1 minute
• On-Demand
• Paid Course

Computer Vision and Sequence Analysis in Machine Learning

Explore machine learning techniques for analyzing medical images and time-series data, including brain tumor detection from MRI scans and sepsis prediction from patient vitals.

• Coursera
• 15 hours 51 minutes
• On-Demand
• Paid Course

工业机器视觉与传感技术

Master industrial machine vision and sensing technology through hands-on projects in hardware selection, system integration, programming, and real-world applications for manufacturing automation and quality control.

• XuetangX
• On-Demand
• Free Online Course

Self-driving go-kart with Unity-ML

274 ratings at Udemy

Deep learning applied to a self-driving car simulation

• Udemy
• 1 hour 48 minutes
• On-Demand
• Free Online Course

Real-Time Project for Embedded Systems

Hands-on project building a real-time machine vision application to synchronize Linux with an external clock. Emphasizes analysis, design, and implementation of multi-service real-time systems using POSIX threads.

• Coursera
• 2 days 3 hours 13 minutes
• On-Demand
• Paid Course

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
• On-Demand
• Free Online Course (Audit)

Yannic Kilcher

MLP-Mixer - An All-MLP Architecture for Vision - Machine Learning Research Paper Explained

Explores MLP-Mixer, a novel architecture using only multi-layer perceptrons for image classification. Discusses its design, performance, and implications for computer vision beyond CNNs and Transformers.

• YouTube
• 28 minutes
• On-Demand
• Free Video

SK AI SUMMIT 2024

AIM System: Automated Lithography Process Monitoring and Measurement for Semiconductor Manufacturing

Discover how AIM (All wafer Intelligent Monitoring) revolutionizes semiconductor manufacturing by automating lithography process measurements, enhancing yield while maintaining productivity through innovative image-based analysis.

• YouTube
• 26 minutes
• On-Demand
• Free Video

Devoxx

Machine Intelligence at Google Scale - Vision - Speech API

Explore Google's scalable Machine Learning solutions, including Vision and Speech APIs, TensorFlow, and Cloud ML. Learn about distributed training and pre-trained services for efficient AI development.

• YouTube
• 53 minutes
• On-Demand
• Conference Talk

Murtaza's Workshop - Robotics and AI

Coffee Machine Virtual Interface Using Computer Vision

Learn to create a virtual coffee machine interface using computer vision techniques, including hand detection, selection modes, and interactive elements.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

Alan Turing Institute

Machine Learning and Data Science for Medicine - A Vision, Some Progress and Opportunities

Explore machine learning and data science applications in medicine, focusing on AutoPrognosis - an automated system for creating tailored, interpretable, and accurate prognostic models for various diseases.

• YouTube
• 46 minutes
• On-Demand
• Free Video

Bolei Zhou

Human-Centric AI for Computer Vision and Machine Autonomy - ICCV'21 Tutorial

Explore human-centric AI in computer vision, covering explainable models, interpretable neural networks, and interactive machine learning for improved AI systems and autonomous machines.

• YouTube
• 39 minutes
• On-Demand
• Free Video

Toronto Machine Learning Series (TMLS)

Leveraging Computer Vision and Machine Learning for Visual Inspection in Railway Systems

Explore innovative computer vision and machine learning solutions for automated visual inspection in railway systems, enhancing operational efficiency and reducing maintenance time.

• YouTube
• 40 minutes
• On-Demand
• Free Video

Toronto Machine Learning Series (TMLS)

Automated Inspection for Rail Cars Using Computer Vision and Machine Learning

Leverage computer vision and machine learning for automated rail car inspection. Explore challenges in developing robust models, including data selection, image quality, and imbalanced datasets.

• YouTube
• 32 minutes
• On-Demand
• Free Video

The Machine Learning Engineer

Computer Vision: OCR Tesseract in C# - Data Science and Machine Learning

Implement OCR using Tesseract library in C# for extracting text from images, enhancing your computer vision skills.

• YouTube
• 36 minutes
• On-Demand
• Free Video