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Enhances construction site safety using YOLO for object detection, identifying hazards like workers without helmets or safety vests, and proximity to machinery or vehicles. HDBSCAN clusters safety cone coordinates to create monitored zones. Post-processing algorithms improve detection accuracy.
Distributed application includes features like short-term forecasts, long-term weather patterns, and real-time alerts for severe weather conditions. the app use Kafka for handling live data streams. Moreover, Python pipeline is employed to process the weather information and store it in a Mongodb database
YOLOv8-Dog-Couch-RealTimeDetection is a specialized computer vision system built on the YOLOv8 model. It's designed to detect in real-time when a dog climbs onto a couch and subsequently triggers an alert. Ideal for pet owners seeking to train their pets or maintain their furniture. Open for adaptation to other object detection scenarios.
vehicleDistanceMonitor is a Python based Project that uses YOLOv4-tiny object detection model to detect vehicles on the road and alert the driver if they are too close. The system can be used in real time videos from camera. For simulation purpose pre-recorded videos are used. It is designed to be used in self-driving cars or other applications
The Vehicle Crash Detector Project is a Real-time Vehicle Crash Detection and Alert System based CCTV footage and TensorFlow. Swiftly alerts hospitals, police, and RTO. Contributing to Safer Roads and Saving Lives.
In this repository you will find an efficient 'Real Time Driver Drowsiness Detection for an Intelligent Transportation System', that will work on various constraints like while wearing Eye Glasses, Mask etc.
Railway Toilet Odour Monitoring System - Iot based Android Appication for monitoring methane gas concentration in railway toilets and Alert the housekeeping staff or Manager.
The Real-Time Weather Monitoring System is a Python app that tracks live weather data from the OpenWeatherMap API for Indian metros. It converts temperatures, provides daily summaries (average, max, min temperatures), and triggers alerts for extreme conditions. The system also stores data for analysis and visualizes weather trends.
WBGT-Alert-System is an automated temperature monitoring solution that ensures worker safety through real-time heat stress monitoring. The system integrates Microsoft Forms for data collection, Power Automate for intelligent processing, and Telegram for instant alerts.
This repositories leverages the YOLOv5l model by ultralytics and computer vision algorithms to localize and classify some kind of anomalies that can harm wildlife animals as well as their habitate.
A sunglasses detector with alert is an innovative system or application designed to recognize and identify whether individuals in a given setting are wearing sunglasses or not, triggering alerts or notifications when sunglasses are detected.
This repository contains the source code for a Flask server designed to receive alerts from TradingView and forward them to a specified Telegram chat. The server is capable of handling both JSON and plain text data, making it flexible for various types of alerts.