Image Segmentation Courses and Certifications

Introduction to On-Device AI

Learn to deploy AI models on edge devices, reducing latency and enhancing privacy. Master key concepts, convert models, optimize performance, and integrate into mobile apps for efficient on-device AI.

• Coursera
• 1 hour 30 minutes
• On-Demand
• Paid Course

Image Processing and Analysis for Life Scientists

6 ratings at edX

Basic image analysis for life scientists with a non-engineering background. The main goal is to teach how to address and solve scientific questions by state of the art image analysis strategies.

• edX
• 7 weeks, 2-3 hours a week
• On-Demand
• Free Online Course (Audit)

ArcGIS Tutorial

1 review

Comprehensive ArcGIS tutorial covering various GIS techniques, from basic operations to advanced analyses, including image processing, data extraction, and web mapping.

• YouTube
• 9 hours
• On-Demand
• Free Video

NPTEL;  IIT Guwahati

Computer Vision and Image Processing - Fundamentals and Applications

Comprehensive exploration of computer vision and image processing, covering fundamentals, techniques, and applications. Includes image formation, enhancement, segmentation, feature extraction, machine learning, and deep learning for visual data analysis.

• YouTube
• 1 day 13 hours
• On-Demand
• Free Video

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

Digital Image Processing

Learn techniques and algorithms for enhancing, restoring, and analyzing digital images, with applications in various fields including defense, space, and industry.

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

IIT Hyderabad;  NPTEL

Deep Learning for Computer Vision

Explore traditional and deep learning methods for computer vision, covering image analysis, CNNs, RNNs, and generative models. Gain practical skills for real-world applications in security, healthcare, and more.

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

Introduction to Image Analysis for Plant Phenotyping

Understand the basics of image analysis and learn how to collect, manipulate, and analyse data from images for plant phenotyping.

• FutureLearn
• 6 weeks, 3 hours a week
• On-Demand
• Free Online Course (Audit)

Image Segmentation Basics and Techniques - Lecture 23

Explore image segmentation basics, including binarization, thresholding, and region-based techniques. Learn algorithms, visualization methods, and practical applications in computer vision.

• YouTube
• 1 hour 13 minutes
• On-Demand
• Free Video

Introduction to Convolutional Neural Networks - Part I - Lecture 8

Introduction to convolutional neural networks, covering architecture, applications in computer vision and natural language processing, with examples like AlexNet and super-resolution techniques.

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

Computer Vision - Administrative and Course Overview - Lecture 1

Introduction to graduate-level computer vision, covering mathematical foundations, deep learning applications, and advanced topics like object detection and image segmentation.

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

IGNOU;  Chhattisgarh Swami Vivekanand Technical University

Image Processing Using Python

Comprehensive Python-based image processing course covering manipulation, enhancement, segmentation, and advanced techniques like deep learning and medical imaging.

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

Applied Artificial Intelligence: Computer Vision and Image Analysis

Learn how computer vision is important in AI and gain practical experience of image analysis.

• FutureLearn
• 4 weeks, 5 hours a week
• On-Demand
• Paid Course

Tensorflow Object Detection

Learn to set up and use TensorFlow Object Detection API with TensorFlow 2.0 on Windows, including custom object detection and real-time image segmentation from video streams.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Video

Jeremy Howard

Cutting Edge Deep Learning for Coders

Explore advanced deep learning techniques including object detection, NLP, neural translation, GANs, and image enhancement. Gain practical skills for cutting-edge AI applications.

• YouTube
• 15 hours
• On-Demand
• Free Video