Grounded-Segment-Anything AI technology page Top Builders

Explore the top contributors showcasing the highest number of Grounded-Segment-Anything AI technology page app submissions within our community.

Grounded-Segment-Anything

Grounded-Segment-Anything is a framework that combines Grounding DINO and Segment Anything to detect and segment objects in images using text prompts. The project also incorporates other models like Stable-Diffusion, Tag2Text, and BLIP for various tasks like image generation and automatic labeling.

General
Release date	March 31, 2023
Repository	https://github.com/IDEA-Research/Grounded-Segment-Anything
Type	Image Segmentation and Detection

🔥 Highlighted Projects

Checkout the Automated Dataset Annotation and Evaluation with GroundingDINO and SAM which is an amazing tutorial on automatic labeling! Thanks a lot for Piotr Skalski and Robotflow!
Checkout the Segment Everything Everywhere All at Once demo! It supports segmenting with various types of prompts (text, point, scribble, referring image, etc.) and any combination of prompts.
Checkout the OpenSeeD for the interactive segmentation with box input to generate mask.
Visual instruction tuning with GPT-4! Please check out the multimodal model LLaVA: [Project Page] [Paper] [Demo] [Data] [Model]

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Grounded-Segment-Anything AI technology page Hackathon projects

Discover innovative solutions crafted with Grounded-Segment-Anything AI technology page, developed by our community members during our engaging hackathons.

NetConnect

Public Sector Network Connectivity Analyzer The Public Sector Network Connectivity Analyzer is a comprehensive solution designed to address the critical need for reliable network monitoring across public institutions. Our application serves as an essential tool for IT administrators managing connectivity infrastructure for schools, healthcare facilities, government offices, libraries, and other public service organizations. Core Capabilities Real-Time Network Visualization Interactive diagrams and topology maps provide clear visibility into how public institutions are connected, displaying network elements, connection points, and infrastructure components with intuitive visualization tools. Performance Monitoring System Our platform continuously tracks vital network metrics including uptime percentages, latency measurements, bandwidth utilization, and connection status across the entire public sector network, enabling proactive management. Advanced Simulation Engine IT professionals can run comprehensive simulations to test network resilience under various scenarios such as increased user loads, infrastructure failures, or cyber incidents, helping identify vulnerabilities before they impact critical services. Institution Management Portal Administrators can efficiently manage information about connected institutions, monitor their connection status in real-time, and access detailed performance metrics through a unified dashboard interface. Geographic Mapping Integration Our system incorporates geographic visualization capabilities to display the physical distribution of institutions and network infrastructure across regions, facilitating better resource allocation and planning. Technical Implementation This solution addresses the unique challenges faced by public sector organizations that require reliable connectivity for delivering essential services to communities, while providing the tools needed to ensure network resilience, performance, and security.

Disease identify and mapping

Disease identify and mapping are artificial intelligence use camera to capture and give report output from disease symptoms it's like our doctor watching our health as private healthcare, and give us good response to our disease. It's taking much time to our doctor for take information from patients, it's more useful make this AI trainable for our doctor and the fast respon and massif data collecting make our doctor job's less busy and they can take attention to our health development time by time Starts from now. But in this prototype I'm use a small case with Small data but not in real time condition.

Sentiment AI

How to know, what the world think about a particular stock, commodity or even a celebrity? Introducing Sentiment AI, it is designed to automate the process of gathering, analyzing, and summarizing online content related to any specified topic. It leverages web scraping and natural language processing (NLP) to scan the top relevant articles on a given topic from Google search results, providing users with insights into the sentiment and key takeaways of each article. Key Features: Web Scraping and Article Retrieval: The application automatically queries Google for the most relevant articles on a specified topic. It scrapes the top-ranked articles, fetching the title, body text, publication date, and other metadata for further analysis. Sentiment Analysis: Using NLP techniques, the AI model performs sentiment analysis on each article, determining whether the tone of the content is positive, neutral, or negative. The sentiment score is assigned on a scale from -10 to +10: A score of +10 indicates highly positive sentiment. A score of -10 indicates highly negative sentiment. A score of 0 indicates a neutral or balanced sentiment. Article Summarization: The application condenses long articles into concise summaries, providing users with the main points and key insights without the need to read the full article. The summary includes the tone and sentiment score, helping users quickly grasp the overall message and stance of the article.

SensoGPT

SensoGPT is an innovative solution that integrates ChatGPT with AI-based remote sensing models to automate complex interpretation tasks. By understanding user requests and performing precise task planning, it executes subtasks iteratively to generate comprehensive results. This system leverages visual cues and advanced language models to enhance image understanding and supports various tasks like scene classification, object detection, and image captioning. Designed for non-experts and researchers, it democratizes access to remote sensing technology, aiding in environmental monitoring, disaster response, urban planning, and agriculture. With high accuracy and extensibility, SensoGPT revolutionizes remote sensing, making it more accessible and efficient for a broader audience.

RAGify Assist- Elevating Customer Support with RAG

RAGify Assist is a customer support revolution that marries the prowess of Retrieval-Augmented Generation (RAG) with Vectara's GenAI platform. Imagine a world where customer queries are met not with generic responses but with personalized, contextually rich information powered by real-time data. Our project aims to redefine the customer support experience, ensuring that interactions are not just efficient but also tailored to individual needs. By harnessing the capabilities of RAG, RAGify Assist ensures that our AI-powered responses are not only accurate but also adaptive to the evolving landscape of customer inquiries. Vectara's GenAI platform plays a pivotal role, simplifying the complex aspects of document pre-processing, embedding models, and vector storage. This allows our developers to focus on the core of our GenAI application—transforming customer support. As we embark on this journey to reshape customer support, we invite you to join us in the week-long AI innovation challenge. The RAGify Assist project is not just about technology; it's about elevating customer interactions to new heights. Be part of the revolution! And if the categories and technologies listed don't quite fit, feel free to suggest ones that align better with our vision. Together, let's explore the uncharted possibilities of AI-driven customer support. #CustomerSupport #AIInnovation #RAGifyAssist

AetherLens

that brings together the latest advancements in technology to transform your social media marketing game. Our team of expert developers and designers have meticulously crafted AetherLens, ensuring it surpasses all expectations and revolutionizes the way you showcase your vehicles to the world. At the heart of AetherLens lies Stable Diffusion, a breakthrough technology that seamlessly blends captivating images. Gone are the days of static and dull advertisements – with Stable Diffusion, you can effortlessly merge various pictures, creating eye-catching visual compositions that evoke emotions and stir curiosity. Whether it's placing your vehicles against picturesque landscapes or amidst bustling cityscapes, AetherLens takes your marketing content to a whole new level, leaving a lasting impression on your potential customers. AetherLens is more than just a marketing tool; it's a gateway to a world of limitless possibilities. We believe that every vehicle has a story to tell, and with AetherLens, we help you unfold those stories in the most captivating and authentic way. Elevate your advertising efforts, connect with your audience on a deeper level, and drive remarkable results with AetherLens - the ultimate solution for creating appealing and inspiring vehicle images on social media.