Digital Image Processing Courses and Certifications

Coursera

Refine Segmentation: Boost Your AI Vision

Evaluate image segmentation results with IoU, Dice, class-wise tables, and visual overlays, then build a refinement pipeline using CRF smoothing and morphological operations.

• Coursera
• 1 hour 50 minutes
• Self-Paced
• Paid Course

3Blue1Brown

But What Is a Convolution?

Explore discrete convolution through dice probabilities, moving averages, image processing, polynomial multiplication, and the fast Fourier transform.

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

Envato Tuts+

Photoshop for Beginners

Master essential Photoshop skills from basic tools to advanced photo manipulation techniques in this comprehensive beginner-friendly tutorial series.

• YouTube
• 4 hours 47 minutes
• Self-Paced
• Free Video

Python Data Analysis and Visualization Course – Astronomical Data

2 ratings

Learn to analyze astronomical tabular and FITS image data in Python, create scientific visualizations, and enhance images with scaling, normalization, convolution, and denoising.

• freeCodeCamp
• 6 hours 32 minutes
• Self-Paced
• Free Video

OpenCV Python Course - Learn Computer Vision and AI

1 rating

Learn computer vision with OpenCV in Python: manipulate and enhance images, stitch panoramas, create HDR images, and run object tracking, face detection, and OpenPose pose estimation.

• freeCodeCamp
• 3-4 hours
• 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

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 a week
• 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)

IIT Kharagpur;  NPTEL

Computer Vision

Explore the geometric foundations of computer vision, from projective and camera geometry to stereo, feature matching, and deep neural architectures.

• Swayam
• 12 weeks
• Available until Oct 9, 2026
• Free Online Course

Explore the foundations of remote sensing, GNSS, and GIS through image processing, spatial analysis, and open-source software demonstrations.

• Swayam
• 15 weeks
• Self-Paced
• Free Online Course

Two-Dimensional Signal Processing: Principles and Practices

Explores two-dimensional signal processing for image enhancement, restoration, segmentation, compression, and real-time implementation using MATLAB, LabVIEW, and FPGA hardware.

• Swayam
• Available until Oct 9, 2026
• Free Online Course

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

COMPUTER VISION TECHNOLOGY AND APPLICATIONS

Engineering-focused computer vision projects apply image recognition, enhancement, facial recognition, and object detection to everyday scenarios.

• XuetangX
• Self-Paced
• Free Online Course

Technion - Israel Institute of Technology;  Campus - the Israeli National Project for Digital Learning Career Certificate

Sparse Representations in Signal and Image Processing

Learn the theory, tools and algorithms of sparse representations and their impact on signal and image processing.

• edX
• 10 weeks, 5-6 hours a week
• Self-Paced
• $268.00
• 2 courses

OpenCV Tutorial - Develop Computer Vision Apps in the Cloud With Python

Learn how to use OpenCV in the cloud with Python. OpenCV is a library of programming functions mainly aimed at real-time computer vision.

• freeCodeCamp
• 2-3 hours
• Self-Paced
• Free Video