SOTAVerified

Fire Detection

Detection of fire using multi-variate time series sensor data.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 26–50 of 61 papers

TitleStatusHype
Light-YOLOv5: A Lightweight Algorithm for Improved YOLOv5 in Complex Fire Scenarios—0
Light-YOLOv8-Flame: A Lightweight High-Performance Flame Detection Algorithm—0
Machine Learning Based Early Fire Detection System using a Low-Cost Drone—0
Mirror Target YOLO: An Improved YOLOv8 Method with Indirect Vision for Heritage Buildings Fire Detection—0
Modeling and Analysis of Wildfire Detection using Wireless Sensor Network with Poisson Deployment—0
Multi-Stage Feature Selection Based Intelligent Classifier for Classification of Incipient Stage Fire in Building—0
Performance Analysis of Support Vector Machine (SVM) on Challenging Datasets for Forest Fire Detection—0
Preliminary Wildfire Detection Using State-of-the-art PTZ (Pan, Tilt, Zoom) Camera Technology and Convolutional Neural Networks—0
Saliency Based Fire Detection Using Texture and Color Features—0
Semantic Sensor Network Ontology based Decision Support System for Forest Fire Management—0
Synthetic imagery for fuzzy object detection: A comparative study—0
Techniques for effective and efficient fire detection from social media images—0
To Risk or Not to Risk: Learning with Risk Quantification for IoT Task Offloading in UAVs—0
UAV-CodeAgents: Scalable UAV Mission Planning via Multi-Agent ReAct and Vision-Language Reasoning—0
Unified smoke and fire detection in an evolutionary framework with self-supervised progressive data augment—0
Unsupervised Segmentation of Fire and Smoke from Infra-Red Videos—0
Utilizing Transfer Learning and pre-trained Models for Effective Forest Fire Detection: A Case Study of Uttarakhand—0
30m resolution Global Annual Burned Area Mapping based on Landsat images and Google Earth Engine—0
Video Smoke Detection Based on Deep Saliency Network—0
Accident Detection Management System Project Report II—0
A CNN-Based Super-Resolution Technique for Active Fire Detection on Sentinel-2 Data—0
A Multi-Level Approach for Class Imbalance Problem in Federated Learning for Remote Industry 4.0 Applications—0
A review of machine learning applications in wildfire science and management—0
CCi-YOLOv8n: Enhanced Fire Detection with CARAFE and Context-Guided Modules—0
Comprehensive and Comparative Analysis between Transfer Learning and Custom Built VGG and CNN-SVM Models for Wildfire Detection—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1rTPNNF1-Score0.93—Unverified
2LSTMF1-Score0.86—Unverified
3MLPF1-Score0.73—Unverified