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 date2015
AuthorJoseph Redmon, Santosh Divvala, Ross Girshick, and Ali Farhadi
Paper(https://arxiv.org/abs/1506.02640)
TypeObject 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.

YOLO AI technology page Hackathon projects

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

SkyDoc

SkyDoc

The problem SkyDoc solves Patchy Connectivity: Limited or unreliable internet access in rural areas. No Doctor Available: A scarcity of medical professionals accessible to rural patients. No Healthcare Facilities: Lack of local healthcare infrastructure or clinics. No Awareness + Basic Knowledge: Limited health awareness and basic medical knowledge among rural populations. Instant Healthcare Features: Voice and Video Call Appointments: Connects rural patients with doctors via video calls. Seamlessly transitions to voice calls in areas with poor network connectivity. Supports communication in local languages. Disease Prediction Using ML: Utilizes Machine Learning for early detection and prediction of diseases. Analyzes patterns and factors contributing to disease onset. Enables proactive healthcare management and personalized care plans. WhatsApp and SMS Diagnostics: Offers health updates and diagnostic information via SMS and WhatsApp. Ensures continuous communication between healthcare providers and patients. Includes details about health status and future appointments. Healthcare AI Assistant: A chatbot that provides 24/7 health-related information and advice. Powered by advanced AI for accurate and swift responses. Enhances decision-making and access to health information. Education Center: Features educational videos on a variety of healthcare topics. Offers practical demonstrations and expert-led content. Aims to increase health awareness and proactive management among users.

Netra - AI Enabled Imaging device for MSMEs

Netra - AI Enabled Imaging device for MSMEs

How Netra Works Installation: Netra seamlessly integrates into your existing infrastructure. Data Collection: Netra gathers data over time, learning and adapting to your environment. Netra Edge Analytics (Cloud Platform): Our cloud platform processes the collected data, providing actionable insights. Proof of Concept (POC): We develop a POC to showcase the potential of Netra in your specific use case. Deployment & Testing: Once approved, Netra is deployed with rigorous testing to ensure reliability and accuracy. Continuous Improvement: We continuously refine and enhance Netra's capabilities based on feedback and real-world usage. Netra Edge Analytics Netra Edge Analytics Services Data Collection: Gather data from Netra devices securely and efficiently. Data Pre-processing: Clean, preprocess, and transform raw data for analysis. Data Annotation: Annotate data to train machine learning models effectively. Model Deployment: Deploy trained models onto Netra devices seamlessly. Supported Tasks Netra Functions Where? Manufacturing 🏭 Product Counting: Track inventory levels with precision. 🔍 Defect Detection: Identify flaws in products accurately. 📋 SOP Compliance: Ensure adherence to industry standards seamlessly. Logistics/Transportation 🚚 Worker Safety Monitoring: Ensure the safety of your workforce in real-time. 🛒 Vehicle Stability: Optimize loading operations and prevent accidents. Petrochemicals ⚠️ Accident Prevention: Mitigate risks associated with hazardous chemical handling. Security 🔒 Real-time Alerts: Stay ahead of potential threats with proactive notifications. Retail 🛍️ Customer Behavior Analysis: Gain insights into consumer behavior for informed decision-making. Custom Use Cases 🔧 Tailored Solutions: Adapt to your unique business needs with custom implementations.