Image Processing Courses and Certifications

Image Processing in Python

Apply your Python skills to take on image data! From pre-processing to deep learning, you'll discover the many ways you can leverage image data.

• DataCamp
• 12 hours
• On-Demand
• Free Trial Available

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)

Image Processing: 3D Data and Volumetric Rendering: Wolfram U Lesson

Explore advanced 3D data visualization techniques, including volume rendering and transfer function construction. Learn to apply color schemes and visualize interior details of 3D objects using Wolfram Language.

• Wolfram U
• 38 minutes
• On-Demand
• Free Online Course

Learn digital image processing fundamentals with practical applications and examples. Master image manipulation, segmentation, and analysis using Wolfram Language for cutting-edge results.

• Wolfram U
• 3 hours
• On-Demand
• Free Certificate

Intro to ML: Image Processing

Explore image processing with Google Cloud Platform's ML tools. Learn to label images, detect faces and landmarks, and extract text using powerful APIs and AutoML.

• Google Skills
• 3 hours
• On-Demand
• Paid Course

MathWorks

Introduction to Image Processing

11 reviews

Learn essential image processing techniques using MATLAB, including loading, adjusting, segmenting, and enhancing digital images for analysis. Apply skills to real-world scenarios like satellite imagery.

• Coursera
• 9 hours 10 minutes
• On-Demand
• Paid Course

The Julia Programming Language;  MIT

Convolutions in Image Processing - MIT 18.S191 Fall 2020 - Week 1

Explore image processing convolutions, from basic blurs to edge detection, using Julia. Learn about kernels, computational complexity, and connections to Fourier transforms.

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

Edge Detection Techniques in Image Processing - Lecture 3

2 reviews

Explore edge detection techniques in image processing, from basic concepts to advanced algorithms like Canny Edge Detector, with practical applications and evaluation methods.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Free Video

Pyramids in Image Processing - Lecture 5

Explore image pyramids, including Gaussian and Laplacian types, their applications in image processing, and techniques like reduction, expansion, and compression.

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

Discover Multimedia

Explore digital media fundamentals including image processing, web encoding, color manipulation, steganography, and audio transformation techniques.

• Udacity
• 8 hours
• On-Demand
• Paid Course

CAP5415 - Digital Image Processing: Filtering and Noise Reduction - Lecture 3

1 review

Explore image processing fundamentals, including digitization, histograms, noise types, and filtering techniques. Learn about derivatives, averages, and correlation in the context of digital image analysis.

• YouTube
• 1 hour 16 minutes
• On-Demand
• Free Video

Great Learning

Image Processing Projects - Smile Detection and Face Detection

Learn to create image processing projects in Python, including smile and face detection, grayscale conversion, and image transformation techniques. Gain practical skills for real-world applications.

• YouTube
• 2 hours 18 minutes
• On-Demand
• Free Video

Conf42

Efficient and Frugal Image Data Processing Pipelines

Explore efficient image data processing techniques, from format selection to cloud optimization, distributed processing, and ethical considerations for large-scale operations.

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

IEEE Signal Processing Society

IEEE International Conference on Image Processing 2022 - Poster Session

Explore cutting-edge research in image processing through poster presentations from the IEEE International Conference on Image Processing (ICIP) 2022.

• YouTube
• 2 hours 17 minutes
• On-Demand
• Free Video

Society for Industrial and Applied Mathematics

Joint Estimation and Contour Detection in Large Scale Image Processing

Explore joint estimation and contour detection in large-scale image processing, focusing on textured image segmentation and image restoration using advanced optimization techniques.

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