Automatic Image Captioning with Vision Transformer and GPT-2
Learn how to generate descriptive captions for images using Python and PyTorch in this 16-minute tutorial. Explore the process of automatic image captioning with the pre-trained 'nlpconnect/vit-gpt2-image-captioning' model from Hugging Face. Set up the V…
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…
Core Web Vitals: How to Make Your Angular App Feel Like a Dream
Discover how to enhance your Angular app's performance and user experience through Core Web Vitals in this 43-minute Devoxx conference talk. Learn about the importance of Core Web Vitals metrics in measuring real-world web app performance and their impac…
AI News Roundup: Latest Developments in Video Generation, Language Models, and Robotics
Explore cutting-edge AI advancements in video generation, language models, and robotics. Gain insights into open-source tools, updates from tech giants, and emerging technologies shaping the future of AI.
LLM Review: Qwen2 VL 2 Billion Parameter Instruct Model for Data Science and Machine Learning
Explora las capacidades del modelo Qwen2 VL de Alibaba Cloud para análisis de video y respuesta a preguntas mediante ejemplos prácticos.
Exploring AWS AI/ML Services - Beyond the GenAI Hype
Dive deep into AWS AI/ML offerings, explore GenAI's position in the hype cycle, and understand ethical considerations with AWS Hero Vivek Raja. Includes SageMaker Studio demo.
New Perspectives on Harnessing Foundation Models for Robot Learning
Explore innovative approaches to integrating foundation models in robotics, focusing on multi-robot collaboration and articulated object reconstruction for enhanced real-world applications.
A Mathematical Vocabulary for Textures and its Astronomical Applications
Explore mathematical approaches to texture analysis and their applications in astronomy, focusing on innovative techniques for cosmic structure interpretation.
Remove Objects from Images Like Magic - Step-by-Step Guide
Learn to remove objects from images using Inpainter, combining semantic segmentation and EdgeConnect. Master installation, single and multiple object removal for photo editing and data augmentation.
Robot Learning with Minimal Human Feedback
Explore techniques for training robots with minimal human feedback, including reinforcement learning, language corrections, and leveraging pretrained vision-language models for direct supervision.
AI News Roundup: Latest Developments in AI Technology - April 2024
Explore groundbreaking AI advancements in video generation, image manipulation, and machine learning, revolutionizing industries from filmmaking to app development and personal planning.
Fine-grained Textual Inversion Network for Zero-Shot Composed Image Retrieval - Multimedia 1
Explore advanced techniques for zero-shot composed image retrieval using fine-grained textual inversion networks in this cutting-edge research presentation.
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.
Unsupervised Cross-Domain Image Retrieval with Semantic-Attended Mixture-of-Experts
Explore unsupervised cross-domain image retrieval using semantic-attended mixture-of-experts, enhancing retrieval accuracy across diverse visual domains.
Oh No, Not Another Chatbot - Java and AI for Real Business Use Cases
Explore Java development with AI using LangChain4J and Spring AI. Learn to extract information from images for automatic form-filling using Azure OpenAI and Container Apps in a microservice architecture.
Crafting the Ultimate Docker Image for Spring Applications
Learn to build efficient Docker images for Spring apps, from basic to advanced techniques, optimizing deployment speed and traffic volume.
Be My Eyes - Leveraging Generative AI to Help the Blind and Visually Impaired
Explore how AI and computer vision can narrate the world for visually impaired individuals, transforming visual content into real-time audio descriptions.
Production Machine Learning Monitoring: Outliers, Drift, Explainers and Statistical Performance
Dive deep into advanced ML model monitoring techniques, including outlier detection, concept drift, explainability, and performance metrics for robust production deployments.
Dreambooth - Stable Diffusion for Custom Images
Explore stable diffusion techniques for creating custom images using Dreambooth. Learn color manipulation, texture enhancement, and image blending to transform ordinary photos into extraordinary art.
How to Iterate and Productionize Machine Learning Models with Speed
Explore strategies to overcome deployment challenges and accelerate the productionization of machine learning models for faster impact.
Deploying Efficient Data-Centric AI 100x Faster
Accelerate AI application development and deployment 100x using dedicated platforms, data labeling, pre-built models, and iterative design. Explore region classification and deep-trained object detection approaches.