YOLO AI technology page Top Builders

Explore the top contributors showcasing the highest number of YOLO AI technology page app submissions within our community.

YOLO

YOLO (You Only Look Once) is a state-of-the-art, real-time object detection algorithm that can quickly detect and locate objects within an image or video. The YOLO architecture works by taking an input and separating it into a grid of cells and each of these cells is in charge of detecting objects within that region. YOLO returns the bounding boxes containing all the objects in the image and predicts the probability of an object being in each of the boxes and also predicts a class probability to help identify the type of object it is. YOLO is a highly effective object detection algorithm and making YOLO and open-source project led the community to make several improvements in such a limited time.

General
Relese date	2015
Author	Joseph Redmon, Santosh Divvala, Ross Girshick, and Ali Farhadi
Paper	(https://arxiv.org/abs/1506.02640)
Type	Object detection algorithm

YOLO - Resources

Learn even more about YOLO!

v7 Labs Blog "YOLO: Algorithm for Object Detection Explained".
YOLOv5 Repository Object detection architectures and models pretrained on the COCO dataset.
YOLOv6 Web demo Gradio demo for YOLOv6 for object detection on videos.
Hugging Face Spaces Test YOLOv7 in the browser with Hugging Face Spaces.

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YOLO AI technology page Hackathon projects

Discover innovative solutions crafted with YOLO AI technology page, developed by our community members during our engaging hackathons.

BlindNav

BlindNav is a navigation aid tailored for visually impaired individuals, combining state-of-the-art AI models for seamless interaction. By leveraging YOLOv10 for object detection and tracking, the app identifies both static and dynamic objects in real-time. Whisper captures voice input from users, while O1 generates context-aware, concise responses to user questions about their surroundings. Users can upload or capture images, and the app processes them to give auditory feedback based on object tracking results. BlindNav aims to provide an intuitive and practical navigation solution for visually impaired users, improving their independence and situational awareness.

MyVision

My Vision is an AI-powered app designed to assist visually impaired individuals by making their surroundings more accessible. With over 285 million people worldwide affected by visual impairment, My Vision offers a simple solution: users take a picture, ask a question, and receive an instant spoken description of their environment. This real-time feedback helps users navigate and interact with the world around them. Beyond supporting the visually impaired, My Vision includes features like Optical Character Recognition (OCR) for real-time translation, making it useful for everyone. What makes My Vision unique is its context-aware results, support for various environments, and Episodic Memory, which remembers repeated objects or settings to enhance user experience and independence.

Diet Vision

Long gone are the days where we must manually record what we ate and calculate how much proteins, fats, calories, and carbs we ate. Diet Vision is a small pin/necklace that automatically takes pictures when you take your second bite of food. It utilizes Nvidia's computer vision to analyze what pictures you ate, what exactly is in the food, how much is in each meal, and what food you should eat to reach your daily calorie goals. It utilizes low energy bluetooth and interfaces with the Libre 2 CGM, which is used by millions annually. You can also adjust the nutrient facts about each meal so it continuously learns using Inceptionv3 model!

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.

Nexus Integrated Diagnostic System

Welcome to our AI App Solution! This comprehensive suite offers tools for medical analysis and interaction, including Cataract Analyzer, Glaucoma Analyzer, an embedded chatbot, and an SQLite database for efficient data management. The Cataract Analyzer and Glaucoma Analyzer use advanced AI for accurate diagnoses from medical images. The chatbot provides real-time assistance on cataract and glaucoma conditions. Additionally, we integrate Whisper and ESP net for seamless voice-to-text and text-to-voice functionality. All interactions and data are securely stored in an SQLite database for easy access and management.

AfriCanTalk

*Real-Time Translation Project for the Promotion of African Culture and the Inclusion of Hearing Impaired and Blind People* ### Context and Objectives Africa, rich in linguistic and cultural diversity, faces challenges in interlingual communication and inclusion of people with disabilities. Our project aims to solve these problems by developing a real-time translation system. This system will facilitate exchanges between speakers of different African languages and allow hearing-impaired or blind people to communicate effectively in their local languages. ### Main Features #### Real-Time Voice Translation The system instantly captures and translates a user's speech into the speaker's language. #### Written Translation and Speech Synthesis Speech is converted to text and then translated into the target language. This text is then read aloud. #### Translation of Gestures into Sign Language Using cameras and computer vision algorithms, sign language gestures are interpreted, translated into text, and then into audio. ### Benefits and Impact Our system: - *Facilitates communication*: It eliminates language barriers, promoting intercultural exchanges in Africa. - *Includes disabled people*: It allows the hearing impaired and blind to communicate effectively. - *Promotes African culture*: It preserves and promotes local languages and cultural traditions. ### Conclusion This real-time translation project will strengthen social and cultural ties in Africa and ensure the inclusion of all, regardless of linguistic or sensory abilities. By promoting exchanges and promoting cultural diversity, our system will contribute to a more inclusive and connected future for the African continent.