ChatGPT Code Interpreter - A New Era of Data Science Begins
Explore ChatGPT's Advanced Data Analysis feature for data analysis, image processing, and code editing. Learn to leverage this tool for various tasks using real-world examples.
Introduction to Radiology - Conventional Radiography
Explore conventional radiography's history, techniques, and image interpretation with Dr. Mathur. Learn to identify densities, patient positioning, and projections in X-rays.
OSINT at Home - Tutorials on Digital Research, Verification and Open Source Investigations
Learn digital investigation techniques, from image reverse search to geolocation and chronolocation. Develop OSINT skills for verifying social media content and conducting open-source research, applicable to journalism, human rights, and intelligence ana…
Deep Learning for Computer Vision
The automatic analysis and understanding of images and videos, a field called Computer Vision, occupies significant importance in applications including security, healthcare, entertainment, mobility, etc.
AI in Molecular Imaging
Explore AI applications in molecular imaging, focusing on deep reconstruction techniques and their impact on medical diagnostics and research.
Lessons From the Regulatory Process for Medical Software for Image Analysis and AI
Explore regulatory processes for medical software and AI in image analysis, addressing challenges in AI/ML research and proposing improvements based on regulated software development practices.
When Computers Look at Art
Explore how AI and computer vision revolutionize art analysis, offering new insights into paintings' style, meaning, and historical context while addressing challenges in image understanding.
Understanding Photos of People Using Social Context
Explore social context's role in understanding photos of people, including pose, relationships, gender, and location, for enhanced image analysis and interpretation.
Interpretable Explanations of Black Boxes by Meaningful Perturbation - CAP6412 Spring 2021
Explore principles and methods for explaining black box functions in machine learning, focusing on image saliency, perturbation techniques, and meta-predictors for interpretable AI.
CAP5415 - Semantic Segmentation Part 1 - Lecture 17
Explore semantic segmentation techniques, including pretrained layers, skip connections, and upsampling methods for advanced image analysis and understanding.
Computer Vision Features - Part 2 - Lecture 9
Explore advanced feature detection techniques including corner detection, HOG, and SIFT, focusing on their mathematical foundations and practical applications in computer vision.
Computer Vision: Tokens and Cross-View Fusion - Lecture 22
Explore tokens, cross-view fusion, and attention in computer vision, examining experimental results and innovations in multi-view learning techniques.
Object Detection in Computer Vision - Lecture 21
Explore advanced object detection techniques, including precision-recall metrics, mean average precision, and multitask networks for computer vision applications.
Color Separation and Nuclei Segmentation in Tissue Microarray Cores - Tutorial 344
Learn to extract and analyze high-resolution core images from Tissue Microarrays (TMA) in this 13-minute tutorial. Master color separation techniques, perform nuclei segmentation using the StarDist pretrained deep learning model, and calculate mean inten…
Invisible Relevance Bias: Text-Image Retrieval Models Prefer AI-Generated Images - Multimedia 1
Explore text-image retrieval models' bias towards AI-generated images and its implications for multimedia search and content creation.
Inferring Single Cell Profiles from Histology and Generating Omics Data from Images
Explore cutting-edge machine learning techniques for inferring single-cell profiles from histology images and generating omics data from various imaging modalities, bridging the gap between imaging and genomics.
Using Promptable Image Analysis for Clinical Diagnostics - Ray Summit 2024
Explore the integration of LLMs and Vision Transformers for enhanced clinical image analysis. Discover how Ray technologies enable real-time processing of multimodal data, revolutionizing diagnostic workflows in healthcare.
Applied AI in Echocardiography
Explore cutting-edge applications of AI in echocardiography, enhancing cardiovascular diagnostics and patient care through innovative technology.
Exploring Azure Cognitive Services - Building the AI Playground Web App - Episode 8
Explore Azure Cognitive Services while building an AI Playground web app. Learn to implement various services, use Github Codespaces, and create Computer Vision resources in this hands-on tutorial.
Applied AI - Computer Vision and OCR
Explore computer vision in AI, integrating Azure services into web apps. Learn practical applications, deployment techniques, and image analysis through live demos and expert insights.
OpenCV with Python for Image and Video Analysis
Learn Python-based image and video analysis using OpenCV, covering topics from basic operations to advanced techniques like object detection and feature matching.