YOLO YOLOv8 AI technology Top Builders

Explore the top contributors showcasing the highest number of YOLO YOLOv8 AI technology app submissions within our community.

YOLO v8

Ultralytics YOLOv8 is a cutting-edge, state-of-the-art (SOTA) model that builds upon the success of previous YOLO versions and introduces new features and improvements to further boost performance and flexibility. YOLOv8 is designed to be fast, accurate, and easy to use, making it an excellent choice for a wide range of object detection and tracking, instance segmentation, image classification and pose estimation tasks.

What's new in YOLOv8?

YOLOv8 supports a full range of vision AI tasks, including detection, segmentation, pose estimation, tracking, and classification. This versatility allows users to leverage YOLOv8's capabilities across diverse applications and domains.

General
Relese date	May, 2023
Repository	https://github.com/ultralytics/ultralytics
Type	Real time object detection

Libraries

Discover YOLOv8

Documentation YOLOv8:
Quickstart Quickstart with YOLOv8
GitHub Repository View the GitHub repository for YOLOv8
Hugging Face Spaces Test YOLOv8 in the browser with Hugging Face Spaces

Edit on Github

YOLO YOLOv8 AI technology Hackathon projects

Discover innovative solutions crafted with YOLO YOLOv8 AI technology, 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.

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.

Smart Traffic

SmartTraffic operates on the innovative concept of dynamically adjusting traffic light signals based on the density of vehicles on the road. By intelligently monitoring traffic flow and adapting signal timings accordingly, the system aims to optimize the efficiency of urban transportation networks. When there are fewer vehicles on the road, SmartTraffic strategically switches traffic lights to green, capitalizing on the lower probability of congestion and minimizing the likelihood of traffic jams. This proactive approach not only helps to keep traffic moving smoothly but also contributes to reducing overall travel times and enhancing the overall driving experience for commuters. Through its ability to respond in real-time to changing traffic conditions, SmartTraffic represents a forward-thinking solution that holds great promise for creating more fluid and sustainable urban mobility systems in cognitive cities.

Pyropulse

Pyroplus presents a comprehensive solution to address the urgent challenges of wildfire management. Integrating IoT technology, AI algorithms, drones, and eco-friendly chemical materials, our system detects wildfires early using air quality sensors, analyzes data in real-time to guide response efforts, and employs drones for aerial surveillance and strategic firefighting. Our innovative chemical material, composed of cellulose, colloidal silica, sodium nitrite, and ammonium chloride, swiftly extinguishes fires while minimizing environmental impact. By combining cutting-edge technology with sustainable practices, Pyroplus aims to revolutionize wildfire management, protect ecosystems, and safeguard communities from the devastating effects of wildfires. Our LLM agent plays a pivotal role in enhancing public awareness and offering crucial instructions for fire protection. With a focus on preventing human-caused fires, which account for a staggering 95% of incidents, our agent acts as a proactive guide. Through informative content and clear directives, it empowers individuals with the knowledge needed to prevent wildfires, fostering a community-driven approach to fire safety.