Introduction to Deep Learning: Deep Learning Success Stories - Lecture 3
Explore deep learning success stories and their impact across various fields, gaining insights from Prof. A.N. Rajagopalan of IIT Madras.
Course Introduction: Semantic and Metric Information in Point Cloud Measurement - Lecture 1
Explore semantic and metric information in computer vision, covering key concepts like point clouds and measurement techniques.
Characterization and Automated Detection of Palimpsest Ripples
Explore automated detection of palimpsest ripples in astrobiology research, enhancing understanding of ancient sedimentary structures and their implications for early life on Earth and beyond.
UnSAM - Unsupervised Segmentation Anything Model: A New Approach to Image Segmentation
Discover UnSAM: a groundbreaking unsupervised image segmentation model. Learn its divide-and-conquer approach, hierarchical structure discovery, and impressive performance across datasets.
Drawing onto the Camera - React Native App Development
Explore real-time face blurring in React Native using VisionCamera and Skia. Learn about technical challenges, C++/GPU implementation, and new possibilities in 60 FPS camera streams.
Bringing Structure to Unstructured Data with an AI-First System Design
Explore AI-powered data systems for unstructured content, addressing challenges and sharing key lessons for end-to-end applications in enterprise environments.
Vision Pipelines in Production: Serving and Optimizations - AI in Production
Explore vision model production: fine-tuning LORAs, upscaling pipelines, constraints-based generations, and step-by-step enhancements for optimal performance and quality in production-ready services.
Fine-Tuning LLMs: Helix for Text and Image AI Models
Explore Helix for fine-tuning text and image AI using open-source models. Learn about challenges in creating a fine-tuning service platform from a software infrastructure expert.
Navigating Through the Generative AI Landscape
Explore the latest trends in Generative AI, gaining practical insights for startups to leverage advancements and enhance products in this dynamic field.
Fine-Tuning ViT Classifier with Custom Data - Inference for Images and Videos
Fine-tune a ViT model with custom data and perform inference on images and videos. Learn practical techniques for image and video classification using advanced machine learning.
Computer Vision: OCR Tesseract for Different Formats and File Types
Extract text from various image and document formats using OCR Tesseract. Learn practical techniques for optical character recognition in data science and machine learning applications.
Multimodal Prompts with Gemini Pro 1.5 in Google Vertex AI
Explore multimodal prompts with Gemini Pro 1.5 in Google Vertex AI using Python SDK. Learn to integrate text and visual inputs for advanced machine learning applications.
Review of Latest Multimodal Models: Gemini Pro 1.5 Flash vs OpenAI GPT-4o vs Claude 3 Opus
Explore and compare cutting-edge multimodal AI models: Gemini Pro 1.5 Flash, GPT-4o, and Claude 3 Opus. Gain insights into their capabilities and performance.
LLMOps: Inference of Fine-Tuned ViT Classifier on CPU with C#
Perform CPU inference on a fine-tuned Vision Transformer using C# and ONNX format for efficient image classification in machine learning projects.
Direct Confocal Imaging of Fracture Precursors in Casein Gel
Explore direct confocal imaging of fracture precursors in casein gel under shear stress, using advanced microscopy techniques to observe microstructural changes before failure.
Towards General Purpose Vision: Insights from Multimodal AI Systems
Explore multimodal AI evolution, from GPT to Visual Programming. Gain insights on integrating text, images, and audio for advanced problem-solving in artificial intelligence systems.
Rapid Prototyping with Open Source AI Models
Discover and leverage open-source AI models for idea validation, process automation, and innovation without expensive hardware requirements.
Transforming Light: Exploring AI-Powered Image Relighting
Explore AI-powered image relighting techniques for transforming light in game development. Learn innovative approaches to enhance visual quality and realism in gaming environments.
Creating Computer Vision Applications with OpenCV on Android Devices
Build computer vision apps on Android with OpenCV. Learn project setup, camera integration, image processing, and deployment on physical devices in this hands-on tutorial.
Security and Real-Time Linux in the Automotive Industry
Explore modern IT solutions for connected vehicles, including real-time Linux, OTA updates, and open-source best practices for automotive safety and innovation.
Fine-tuning Multi-modal Video and Text Models
Explore fine-tuning techniques for multi-modal video and text models, covering dataset generation, clipping, querying, and evaluation using IDEFICS 2 and Jupyter Notebooks.