Image Processing Courses and Certifications

Aladdin Persson

ESRGAN Paper Walkthrough

Detailed walkthrough of the ESRGAN paper, exploring enhanced super-resolution techniques using generative adversarial networks for improved image upscaling and restoration.

• YouTube
• 23 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

Society for Industrial and Applied Mathematics

Vectorization, Decomposition, and PDE Identification in Imaging and Inverse Problems

Explore image vectorization, decomposition, and PDE identification techniques. Learn about silhouette extraction, image separation, and differential equation recovery from discrete data.

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

Hausdorff Center for Mathematics

Bilevel Learning Approaches in Variational Image

Explore bilevel optimization for image denoising, covering variational models, optimality conditions, and Newton-type algorithms. Compare local and non-local approaches using test images.

• YouTube
• 40 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

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
• On-Demand
• Free Video

Prodramp

LIMoE- Learning Multiple Modalities with One Sparse Mixture-of-Experts Model

Explore LIMoE, a multimodal AI architecture processing images and text with sparse experts. Learn its internals, training, contrastive learning, behavior, and performance.

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

IEEE Signal Processing Society

SPACE Webinar Series: Adaptive Dynamic Scanning and Task-Driven Image Reconstruction

Prof. Bin Dong explores signal processing challenges, focusing on image reconstruction, deep learning applications, and task-driven approaches in computer vision and medical imaging.

• YouTube
• 1 hour 23 minutes
• On-Demand
• Free Video

The Julia Programming Language

Seam Carving: Live Coding Session - MIT 18.S191 Fall 2020 - Week 2

Live coding session demonstrating seam carving algorithm implementation in Julia, covering energy calculation, seam generation, and image manipulation techniques for content-aware image resizing.

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

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

Yannic Kilcher

Processing Megapixel Images with Deep Attention-Sampling Models

Explore a novel deep learning approach for efficiently processing high-resolution images by selectively focusing on informative regions, reducing computational costs while maintaining accuracy.

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

DigitalSreeni

Sholl Analysis - Aggregating Profiles from Multiple Soma

Aprenda a realizar análise de Sholl em múltiplos neurônios, combinando perfis de diferentes tamanhos através de interpolação para comparação e cálculo de médias significativas.

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

Software Engineering Courses - SE Courses

SUPIR Online - Ultimate Image Upscaler Tutorial

Comprehensive tutorial on SUPIR Online, an AI-powered image upscaler. Learn registration, parameter settings, upscaling techniques, background removal, and best practices for enhancing image quality.

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

Image Representation and Processing

Explore Image Representation and Processing to learn transforming images for AI and computer vision tasks efficiently.

• Pluralsight
• 29 minutes
• On-Demand
• Free Trial Available

The School of Photography

DNG vs RAW - What, Why, and Should You Convert?

Explore the differences, pros, and cons between DNG and native RAW file formats. Learn when to convert and how to make informed decisions for your photography workflow.

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