SOTAVerified

Fire Detection

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

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–25 of 61 papers

TitleStatusHype
Recurrent Trend Predictive Neural Network for Multi-Sensor Fire DetectionCode1
BoWFire: Detection of Fire in Still Images by Integrating Pixel Color and Texture AnalysisCode1
Active Fire Detection in Landsat-8 Imagery: a Large-Scale Dataset and a Deep-Learning StudyCode1
TS-SatFire: A Multi-Task Satellite Image Time-Series Dataset for Wildfire Detection and PredictionCode1
FireNet: A Specialized Lightweight Fire & Smoke Detection Model for Real-Time IoT ApplicationsCode1
FLAME Diffuser: Wildfire Image Synthesis using Mask Guided DiffusionCode1
Rapid Deforestation and Burned Area Detection using Deep Multimodal Learning on Satellite ImageryCode1
Aerial Imagery Pile burn detection using Deep Learning: the FLAME datasetCode1
Efficient and Compact Convolutional Neural Network Architectures for Non-temporal Real-time Fire DetectionCode1
A Multi-Level Approach for Class Imbalance Problem in Federated Learning for Remote Industry 4.0 Applications—0
Comprehensive and Comparative Analysis between Transfer Learning and Custom Built VGG and CNN-SVM Models for Wildfire Detection—0
Experimental Exploration of Compact Convolutional Neural Network Architectures for Non-temporal Real-time Fire Detection—0
Context-Aware Detection of Mixed Critical Events using Video Classification—0
Decision support system for Forest fire management using Ontology with Big Data and LLMs—0
Accident Detection Management System Project Report II—0
FireLite: Leveraging Transfer Learning for Efficient Fire Detection in Resource-Constrained Environments—0
Enhancing Tree Type Detection in Forest Fire Risk Assessment: Multi-Stage Approach and Color Encoding with Forest Fire Risk Evaluation Framework for UAV Imagery—0
EFA-YOLO: An Efficient Feature Attention Model for Fire and Flame Detection—0
Early Fire Detection Using HEP and Space-time Analysis—0
CCi-YOLOv8n: Enhanced Fire Detection with CARAFE and Context-Guided Modules—0
E^3-UAV: An Edge-based Energy-Efficient Object Detection System for Unmanned Aerial Vehicles—0
Dynamic texture analysis with diffusion in networks—0
A CNN-Based Super-Resolution Technique for Active Fire Detection on Sentinel-2 Data—0
Fire Detection From Image and Video Using YOLOv5—0
Development Of A Fire Detection System On Satellite Images—0
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Benchmark Results

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