49 skills found · Page 1 of 2
Skar0 / Fire DetectionForest fire detection using Convolutional Neural Networks
Akajiaku11 / Forest Fire Alert Systemhis project implements a Forest Fire Detection and Alert System using sensor data (temperature, humidity, and smoke levels) to monitor forest fire risks.
LeadingIndiaAI / Forest Fire Detection Through UAV Imagery Using CNNsWildfire is a natural disaster, causing irreparable damage to local ecosystem. Sudden and uncontrollable wildfires can be a real threat to residents’ lives. Statistics from National Interagency Fire Center (NIFC) in the USA show that the burned area doubled from 1990 to 2015 in the USA. Recent wildfires in northern California (reported by CNN) have already resulted in more than 40 deaths and 50 missing. More than 200,000 local residents have been evacuated under emergency. The wildfires occur 220,000 times per year globally, the annual burned area is over 6 million hectares. Accurate and early detection of wildfire is therefore of great importance. Fire detection task is crucial for people safety. Several fire detection systems were developed to prevent damages caused by fire. One can find different technical solutions. Most of them are sensors based and are also generally limited to indoors. They detect the presence of particles generated by smoke and fire by ionization, which requires a close proximity to the fire. Consequently, they cannot be used in large covered area. Moreover, they cannot provide information about initial fire location, direction of smoke propagation, size of the fire, growth rate of the fire, etc. To get over such limitations video fire detection systems are used
sallamander / Forest FiresA Model for the Early-Detection of Forest-Fires
bobo12391 / Forest Fire And Smoke Detecton And Fire Segmentation GUI DesignThis is a GUI interface which can process forest fire detection, smoke detection and fire segmentation. Yolov5 is used to detect fire and smoke and unet is used to segment fire.
Dogiye12 / AI Based Forest Fire Detection SystemReal-time forest fire detection using satellite data (MODIS, VIIRS) and CNN-based classification.
lee-shun / Forest Fire Detection Systemonline early forest fire detection system based on drone platform.
harshit2490 / Fire Detection Using ML Algorithms𝗙𝗶𝗿𝗲 𝗗𝗲𝘁𝗲𝗰𝘁𝗶𝗼𝗻🔥using Machine Learning Algorithm with python🐍, GoogleColab & database taken from 𝗨𝗖𝗜 𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝗥𝗲𝗽𝗼𝘀𝗶𝘁𝗼𝗿𝘆
ErtugrulKusva / Forest Fire DetectorBu video bir proje tanıtım videosudur. Projede python programlama dilinde makine öğrenmesi (machine learning) ve görüntü işleme (computer vision OpenCV) kullanılarak orman yangınlarında eş zamanlı olarak duman ve ateş tespiti yapılmıştır.
akdasUAF / ForestFireDetectionNo description available
prathyyyyy / Forest Fire DetectionForest Fire Detection By Convolutional Neural Network
mohit9949 / Autonomous Forest Surveillance Safety System Using OpenCVThe current forest surveillance systems methods consume a lot of resources and are less efficient, not reliable and require a constant human presence whose tasks can be easily automated using new technology. To solve these problems we propose an autonomous surveillance system which uses object detection to identify specified animals. It is capable of monitoring forest fires, intruders, wildlife etc, all at once and alerts the concerned officials immediately and precisely. It has a hybrid object detection system using HAAR and Backpropagation neural network algorithms which can be used to train and detect animals and predict from the data obtained respectively. This helps in detecting various unwanted visitors, dangerous animals, or restricted tools into the forest. The system can not only store the video feed but can also determine population , track a specific animal or human and sends the pictures to your email directly along with real-time video monitoring via the internet which allows the users to monitor from anywhere in the world and sends instant alerts to your phone via an SMS even in remote areas in case of emergencies, and it stores all the data in a repository. We can control the system using a windows app which allows us to select which animals to be detected by the camera modules and their alert levels along with other settings and also provides a detailed analysis on various things like forest fires, animal population, trespassed areas etc, to users in simple charts. It is a smart, automatic, modular system which is cheap and easily expandable.
amirsultan / FireDetectionForest Fire Detection using Mask RCNN Model
EdoWhite / ViT Forest Fire DetectionComputer Vision project focused on detecting smoke and fire in wild environments. The Google Vision Transformer was fine-tuned on a custom dataset.
HosseinJafari2001 / Forest Fire Detection Ml PrjNo description available
vaniseth / Forest Fire Prediction SystemForest Fire Prediction System gives the most accurate predictions of when fire can take place. Project made for Software Engineering Lab 2023.
Amerzish-25 / Fire Eye A Real Time Forest Fire And Smoke Detection WebsiteFire Eye is a robust and fixed lookout system capable of real-time forest fire and smoke detection. We have use Flask Python web framework to develop the user interface of our application.
NITIN1001 / Forest Fire Detection Using Image ProcessingNo description available
thilak-r / Forest Fire Detection Using YOLOv8A real-time deep learning system powered by YOLOv8 for accurate fire and smoke detection across images, videos, and live webcam feeds. The system issues instant Telegram alerts when fire confidence surpasses a safe threshold. With a Flask-based interface and detailed model evaluation metrics, this solution enhances wildfire monitoring, early detect
Aeres-u99 / ForestFire Detectioncupcarbon project
