Image Processing Courses and Certifications

EuroPython Conference

Reverse Engineering Art: Creating Photorealistic String Paintings with Python

Discover how to reverse engineer a string art algorithm using Python, covering greedy algorithms, image processing, and performance optimization.

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

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 Cloud Skills Boost
• 4 hours 45 minutes
• On-Demand
• Paid Course

NHR@FAU

Processing Very Large Image Volumes with the Adaptive Particle Representation

Explore advanced techniques for processing massive image datasets using adaptive particle representation, enabling efficient visualization and analysis of terabyte-scale biomedical data.

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

Wolfram

A Computational Study of the Internal Structure of Historical Papers - Leonardo da Vinci's Notebooks

Explore computational techniques to analyze Leonardo da Vinci's manuscripts, revealing hidden structural features and enhancing understanding of their origin, sequence, and chronology.

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

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

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

Wade McMaster

Topaz Gigapixel AI 8 - Complete Guide to AI Image Upscaling

Master Topaz Gigapixel AI's powerful new Redefine upscaler feature, including creativity adjustments, texture controls, and AI face filtering for achieving superior high-resolution image enhancements up to 19,000px.

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

Association for Computing Machinery (ACM)

Chromaticity Gradient Mapping for Interactive Control of Color Contrast in Images and Video

Discover innovative techniques for manipulating color contrast in visual media through interactive chromaticity gradient mapping and advanced control methods.

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

Traitement d'images : analyse fréquentielle et multi-échelle

Découvrez l'analyse fréquentielle et multi-échelle des images : transformée de Fourier, déconvolution, compression JPEG et ondelettes. Approfondissez vos connaissances en traitement d'images avec Python.

• Coursera
• 13 hours 55 minutes
• On-Demand
• Free Online Course (Audit)

画像処理の基礎：フィルタリング，パターン認識から撮像過程モデルまで

535 ratings at Udemy

Scikit-image, OpenCV, PIL, ScipyなどのPythonモジュールを駆使して画像処理を体験してみよう

• Udemy
• 27 hours
• On-Demand
• Paid Course

Create Image Captioning Models - Español

Aprende a crear modelos de generación de leyendas de imágenes con aprendizaje profundo, incluyendo componentes clave, entrenamiento y evaluación para generar descripciones automáticas.

• Coursera
• 49 minutes
• On-Demand
• Free Online Course (Audit)

Create Image Captioning Models - 日本語版

このコースでは、ディープ ラーニングを使用して画像キャプション生成モデルを作成する方法について学習します。エンコーダやデコーダなどの画像キャプション生成モデルのさまざまなコンポーネントと、モデルをトレーニングして評価する方法を学びます。このコースを修了すると、独自の画像キャプション生成モデルを作成し、それを使用して画像のキャプションを生成できるようになります。

• Coursera
• 49 minutes
• On-Demand
• Free Online Course (Audit)

Create Image Captioning Models - Français

Apprenez à créer des modèles de sous-titrage d'images avec le deep learning. Découvrez les composants clés, l'entraînement et l'évaluation pour générer des sous-titres précis pour vos images.

• Coursera
• 49 minutes
• On-Demand
• Free Online Course (Audit)

WHU - Otto Beisheim School of Management

图像处理与分析

掌握数字图像处理的核心技术，从基础变换到高级识别，培养实践能力并深入理解图像增强、压缩、分割和目标检测等关键技术。

• XuetangX
• On-Demand
• Free Online Course