Image Processing Courses and Certifications

NPTEL-NOC IITM

Demonstration of ImageJ/Fiji Based Image Processing

Explore basic operations of ImageJ/FIJI for image processing, including creating montages from 3-color images and addressing common student concerns.

• YouTube
• 1 hour 24 minutes
• Self-Paced
• Free Video

PyCon South Africa

Receipt Enhancement Using Image Processing and OCR for Digital Management

Discover how to enhance and digitize receipts using image processing, OCR, and Python techniques for better organization, storage, and accessibility of important purchase records.

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

Data Science Conference

Building Efficient and Frugal Image Data Processing Pipelines

Discover how to build scalable image processing pipelines for multimodal LLM training, covering technical challenges, infrastructure strategies, and ethical AI optimization approaches.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

Image Processing in Python

26 ratings at DataCamp

Learn to process, transform, and manipulate images at your will.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Introduction to Artificial Intelligence

31 ratings

Online Introduction to Artificial Intelligence is based on Stanford CS221, Introduction to Artificial Intelligence.

• Udacity
• 16 weeks, 6 hours a week
• Self-Paced
• Free Online Course

Coursera

Enhance Images: Quality Fixes Fast

Diagnose and fix image quality issues using deblurring, denoising, and histogram correction techniques, then validate improvements with metrics like PSNR for robust computer vision applications.

• Coursera
• 1 hour 24 minutes
• Self-Paced
• Paid Course

Stuff Made Here

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

Watch a puzzle machine tackle the world's hardest jigsaw—an all-white puzzle. Explore image processing, mathematical algorithms, and innovative engineering solutions in this challenging project.

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

Image and Video Processing: From Mars to Hollywood with a Stop at the Hospital

7 ratings

Explore digital imaging from camera technology to Hollywood special effects and Mars Rover photography. Learn algorithms for image adjustment, compression, segmentation, and medical applications. Optional MATLAB exercises included.

• Coursera
• 21 hours
• Self-Paced
• Paid Course

MathWorks Credential

Image Processing for Engineering and Science

253 ratings at Coursera

Explore image processing techniques for engineering and science applications using MATLAB. Learn to analyze, design, and build systems for real-world scenarios like arctic ice monitoring and MRI analysis.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 3 courses

Amazon;  Amazon Web Services;  Facebook Credential

Deep Learning

14 ratings

Master foundational deep learning topics, from neural networks to GANs. Build projects in PyTorch and explore cutting-edge AI applications in image processing, natural language, and generative models.

• Udacity
• 61 hours
• Self-Paced
• 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/week
• Self-Paced
• Free Online Course (Audit)

Create Image Captioning Models

1 rating

Learn to build deep learning models that generate captions for images, covering encoder-decoder architecture, training, and evaluation techniques.

• Google Skills
• 30 minutes
• Self-Paced
• Free Certificate

Fundamentals of Digital Image and Video Processing

5 ratings

Learn to process digital images and videos using mathematical frameworks and state-of-the-art techniques. Covers enhancement, recovery, compression, and segmentation, with emphasis on practical applications and modern tools.

• Coursera
• 36 hours
• Self-Paced
• Paid Course

MathWorks

Automating Image Processing

28 ratings at Coursera

Automate image processing for large datasets and video files using MATLAB. Apply skills to detect cars in noisy traffic footage, enhancing efficiency in engineering and scientific workflows.

• Coursera
• 13 hours 5 minutes
• Self-Paced
• Paid Course

Computer Vision and Image Processing Fundamentals.

13 ratings at edX

Learn about computer vision, one of the most exciting fields in machine learning. artificial intelligence and computer science.

• edX
• 3 weeks, 3-4 hours/week
• Self-Paced
• Free Online Course