Can We Train Computers to See in Better and Unbiased Ways?
Exploring AI's potential for unbiased visual perception in a world of unreliable images. Presents an interdisciplinary approach to developing new visual ethics for AI Computer Vision.
Kubernetes Security: Using Open Source Tools to Secure Open-by-Default Systems
Explore open-source security tools and frameworks for Kubernetes, covering compliance, threat detection, and network segmentation to enhance your cluster's protection.
Build an AI Image Analyzer Full-stack App - Image-to-Text GPT-4 Model
Develop a full-stack AI image analyzer using GPT-4 Vision. Learn to integrate cutting-edge image-to-text technology, enhancing your skills in AI application development.
Exploring Gemini 1.5 Pro: Large Context Window and Multimodal Capabilities
Explore Gemini 1.5's capabilities with a 1 million token context window through demos on document querying, code writing, and multimodal processing of video and images.
Creating a Real-Life Pokedex with AI and GPT-4
Develop a real-life Pokedex using AI, GPT-4, and AstraDB. Learn design, programming, and database integration to create a functional app that identifies and analyzes real-world objects like Pokemon.
GPT-4o API Deep Dive: Text Generation, Streaming, Vision, and Function Calling
Explore GPT-4o's advanced capabilities in text generation, streaming, vision, and function calling. Learn to leverage the OpenAI API for enhanced AI-driven projects and applications.
GPT-4 Vision and Speech Code Examples
Explore GPT-4's vision and speech capabilities through practical code examples, including video narration, website analysis, and creative storytelling using AI-generated content.
Phenomics in Drug Discovery: Microscopy and Machine Learning - Day 4
Explore phenomics in drug discovery through microscopy and machine learning techniques with expert Anne Carpenter.
Computational Analysis of Liver Whole Slide Images Empowers Genomic Analyses of Historical Traits
Explore computational analysis of liver whole slide images to enhance genomic studies of historical traits. Learn advanced techniques for quantifying histologic features in non-alcoholic steatohepatitis.
Fingerprinting Web Application Platforms by Variations in PNG Implementations
Explore PNG implementation variations across web platforms for enhanced fingerprinting techniques in security audits, overcoming traditional methods and identifying platforms even with anti-fingerprinting measures.
Graphic Content Ahead - Towards Automated Scalable Analysis of Graphical Images Embedded in Malware
Explores automated analysis of images in malware, focusing on identifying visually similar samples and classifying images into categories to enhance malware triage and reveal attacker patterns.
Exploring Real-time Computer Vision Using ActionCable
Integrate Rails and Python for real-time computer vision analysis, combining OpenCV with ActionCable & Sidekiq to broadcast insights and create time-lapse renderings with graphs.
Automatically Detecting Bystanders in Photos to Reduce Privacy Risks
Explore techniques for automatically identifying bystanders in photos to enhance privacy protection, using visual cues and machine learning models to detect non-primary subjects in images.
Stealthy Porn - Understanding Real World Adversarial Images for Illicit Online Promotion
Explore real-world adversarial techniques used to evade image-based detection in online porn promotion, analyzing evasion methods and their effectiveness against popular content detectors.
Easily Find Your Conference Pictures Using the Power of the Cloud
Leverage cloud technologies to automate conference photo searching using AWS services, Quarkus, and GraalVM. Learn about the benefits and challenges of implementing cutting-edge tools for image analysis.
Building Smarter Apps with Machine Learning - From Magic to Reality
Explore how to enhance apps with Machine Learning APIs and AutoML techniques, analyzing text, image, audio, and video data without extensive AI knowledge.
Tensorflow and Deep Learning - Without a PhD
Comprehensive introduction to TensorFlow and deep learning, covering neural networks, convolutional networks, regularization techniques, and practical applications in image and language processing.
Watson and the Cognitive Developer
Explore Watson's machine learning capabilities for enterprise Java applications, including natural language processing, conversation workspaces, and document conversion. Learn best practices for cognitive app development.
Building a Smart Security Camera with Raspberry Pi Zero, Java and AWS
Transform a Raspberry Pi Zero webcam into a smart security camera using open-source software and cloud-based image analysis. Learn to implement motion detection, threat detection, and alert notifications.
Mathematical Frameworks for Signal and Image Analysis - Diffusion Methods in Manifold and Fibre Bundle Learning
Explore advanced mathematical techniques for signal and image analysis, focusing on diffusion methods in manifold and fiber bundle learning with renowned mathematician Ingrid Daubechies.
Stegosploit - Drive by Browser Exploits Using Only Images
Innovative technique encoding browser exploits in images, combining steganography and polyglots for undetectable delivery. Explores implementation, challenges, and implications for cybersecurity.