Deep Learning for Developers
Explore state-of-the-art deep learning models like CNN, GAN, and LSTM through code demos. Learn to customize, deploy, and use advanced models for image detection, generation, and machine translation.
Deep Learning in Computer Vision
Explore deep learning in computer vision, from basic concepts to advanced architectures. Learn to design networks that process images, solving complex problems with practical examples and expert insights.
How to Use AI and Java to Train Your Application to Recognize People by Name Regardless of Aging and Weight Changes
Develop a Java application using AI for facial recognition that adapts to changes in appearance over time, enabling accurate identification even in crowded settings.
Building a Self-Driving RC Car
Explore building a self-driving RC car, covering hardware, software, image processing, and ethical considerations in autonomous vehicles.
Tensorflow, Deep Learning and Modern RNN Architectures - Without a PhD
Explore modern RNN architectures and deep learning techniques for image recognition, natural language processing, and reinforcement learning. Gain practical tips and engineering best practices for applying these advanced technologies.
Tensorflow and Deep Reinforcement Learning, Without a PhD
Explore TensorFlow and deep reinforcement learning, covering neural network architectures, recent advances, and practical applications in image recognition, NLP, and AI game-playing.
Image Recognition with Deep Learning - From Prototype to Production
Explore image recognition using deep learning, from prototype to production. Learn to develop and implement neural networks for clothing characteristic detection, with insights on training, deployment, and front-end integration.
Minecraft and Reinforcement Learning
Explore reinforcement learning in AI using Minecraft as a testing ground. Learn problem-solving techniques, image recognition, and practical applications through Project Malmo.
Building a Self-Driving RC Car
Explore the conversion of an RC car into an autonomous vehicle, covering electronics, sensors, AI, and computer vision. Learn about challenges and dilemmas in real-world self-driving scenarios.
GeeSolver - A Generic, Efficient, and Effortless Solver with Self-Supervised Learning for Breaking Text Captchas
Explore GeeSolver, a cutting-edge self-supervised learning approach for efficiently breaking text CAPTCHAs, offering insights into advanced cybersecurity techniques and challenges.
What is Artificial Intelligence?
Explore AI's fundamentals, applications, and impact on society in this energetic talk. Gain clarity on common AI terms and discover its potential in various fields, from image generation to drug discovery.
ObjectSeeker - Certifiably Robust Object Detection against Patch Hiding Attacks via Patch-agnostic Masking
Explore a novel approach to robust object detection that counters patch hiding attacks using patch-agnostic masking, enhancing security in computer vision applications.
Processing Data From The James Webb Space Telescope
Explore open-source data from the James Webb Space Telescope, learn about terrestrial telescopes, narrowband filters, and how Java is used in processing deep-sky images captured from London's night sky.
Make a Great-Looking 3D Landscape Visualization
Learn to create stunning 3D landscape visualizations in the browser, from data acquisition to rendering. Master industry-standard tools and techniques for optimizing geometry, images, and packaging data.
Deep Learning in Medicine - An Introduction and Applications to Next-Generation Sequencing and Disease Diagnostics
Exploring deep learning applications in medicine, focusing on genetic variation detection using neural networks and its potential impact on disease diagnostics and genomics.
Applied AI - Real-World Use Cases for Microsoft’s Azure Cognitive Services
Explore real-world applications of Azure Cognitive Services for AI, including image classification, chatbots, and text analysis. Gain insights into machine learning concepts and practical implementation.
Augmented Reality - Challenges & Writing AR Experiences in JavaScript
Explore augmented reality challenges and learn to create AR experiences using JavaScript, focusing on key components, architectures, and practical implementation techniques.
Deep Learning - What It Is & What It Can Do For You
Explore deep learning fundamentals, applications, and potential impact. Learn about neural networks, image classification, style transfer, and future trends in AI and machine learning.
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.
Neuroscience and Artificial Intelligence Need Each Other
Exploring the symbiotic relationship between neuroscience and AI, highlighting how brain imaging and machine learning advance our understanding of cognition and improve AI algorithms for visual recognition tasks.
Where AI Is Today and Where It's Going
Explore AI's current capabilities and future potential with Richard Socher, covering image classification, computer vision, text analysis, and the transformative impact of AI on various fields.