Machine Vision Courses and Certifications

tinyML

TinyML Talks - Oculi Is Putting the Human Eye in A.I.

Innovative imaging technology mimicking human vision for efficient machine perception, combining sensing and pre-processing on a single chip for superior energy-delay performance in AI applications.

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

MITCBMM

Transformations in Early Vision from a Symmetry Argument

Explore visual processing, machine vision, and V1 computations, delving into pinwheels, transfer functions, and edge detection filters in early vision transformations.

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

Centrum Fizyki Teoretycznej PAN

Machine Vision vs Deep Learning in Cancer Detection

Explore machine vision and deep learning applications in cancer diagnosis, comparing their strengths and limitations. Gain insights into innovative computer-aided methods for analyzing microscopic images of breast cancer tissue.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

Binzhou Polytechnic

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

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

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 52 minutes
• On-Demand
• Free Online Course (Audit)

Self-driving go-kart with Unity-ML

262 ratings at Udemy

Deep learning applied to a self-driving car simulation

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

IIT Kharagpur;  NPTEL

Pattern Recognition and Application

Explore feature extraction, pattern representation, and classification techniques for machine vision, speech recognition, and process identification. Gain practical skills for real-world applications.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

Strange Loop Conference

The Search for a New Visual Search - Beyond Language

Exploring AI-powered visual search beyond text, focusing on composition-aware technology for precise image retrieval using machine vision, NLP, and information retrieval techniques.

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

Black Hat

Tracking Ransomware End to End

Explore the rise of ransomware, its revenue model, and tracking methods. Learn about Bitcoin usage, victim payments, and evolving cybercrime tactics in this comprehensive analysis.

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

Web Summit

EyeRobot - Are Machines Finally Catching Up to Science Fiction?

Explore the impact of "seeing" machines and AI on smart devices, augmented reality, and daily life with industry experts discussing current advancements and future possibilities.

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

code::dive conference

IoT - Building Machine Vision System

Explore IoT machine vision systems, from AI-enabled solutions to object recognition, using Windows 10 IoT Core and UWP. Learn about image processing, emotion detection, and custom implementations.

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

Forensic 365

Digital Forensics - Emerging Trends in Cybersecurity

Explore emerging trends in digital forensics, including AI and machine vision, to combat cybercrime and enhance investigative techniques in the evolving technological landscape.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

WeAreDevelopers

The Fake News Arms Race - How AI Can Create, and Detect, Fakes

Explore the AI-driven battle against fake news, from deep-fake creation to detection technologies. Learn how machine vision and NLP combat misinformation at scale.

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