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
TS-SatFire: A Multi-Task Satellite Image Time-Series Dataset for Wildfire Detection and PredictionCode1
Rapid Deforestation and Burned Area Detection using Deep Multimodal Learning on Satellite ImageryCode1
Efficient and Compact Convolutional Neural Network Architectures for Non-temporal Real-time Fire DetectionCode1
Aerial Imagery Pile burn detection using Deep Learning: the FLAME datasetCode1
BoWFire: Detection of Fire in Still Images by Integrating Pixel Color and Texture AnalysisCode1
Recurrent Trend Predictive Neural Network for Multi-Sensor Fire DetectionCode1
FireNet: A Specialized Lightweight Fire & Smoke Detection Model for Real-Time IoT ApplicationsCode1
FLAME Diffuser: Wildfire Image Synthesis using Mask Guided DiffusionCode1
Active Fire Detection in Landsat-8 Imagery: a Large-Scale Dataset and a Deep-Learning StudyCode1
Comparing Next-Day Wildfire Predictability of MODIS and VIIRS Satellite DataCode0
MFGDiffusion: Mask-Guided Smoke Synthesis for Enhanced Forest Fire DetectionCode0
Modelling wildland fire burn severity in California using a spatial Super Learner approachCode0
Fully Convolutional Variational Autoencoder For Feature Extraction Of Fire Detection SystemCode0
ABANICCO: A New Color Space for Multi-Label Pixel Classification and Color SegmentationCode0
Indoor Fire and Smoke Detection Using Soft-Voting Based Deep Ensemble ModelCode0
SIAVC: Semi-Supervised Framework for Industrial Accident Video ClassificationCode0
Assessing the Impact of the Loss Function, Architecture and Image Type for Deep Learning-Based Wildfire SegmentationCode0
ForestProtector: An IoT Architecture Integrating Machine Vision and Deep Reinforcement Learning for Efficient Wildfire MonitoringCode0
Decision support system for Forest fire management using Ontology with Big Data and LLMs—0
Context-Aware Detection of Mixed Critical Events using Video Classification—0
A Multi-Level Approach for Class Imbalance Problem in Federated Learning for Remote Industry 4.0 Applications—0
Fire Detection From Image and Video Using YOLOv5—0
Experimental Exploration of Compact Convolutional Neural Network Architectures for Non-temporal Real-time Fire Detection—0
Comprehensive and Comparative Analysis between Transfer Learning and Custom Built VGG and CNN-SVM Models for Wildfire Detection—0
Accident Detection Management System Project Report II—0
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Benchmark Results

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