SOTAVerified

Fire Detection

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

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 41–50 of 61 papers

TitleStatusHype
Recurrent Trend Predictive Neural Network for Multi-Sensor Fire DetectionCode1
Machine Learning Based Early Fire Detection System using a Low-Cost Drone—0
Active Fire Detection in Landsat-8 Imagery: a Large-Scale Dataset and a Deep-Learning StudyCode1
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 review of machine learning applications in wildfire science and management—0
Fully Convolutional Variational Autoencoder For Feature Extraction Of Fire Detection SystemCode0
Saliency Based Fire Detection Using Texture and Color Features—0
Experimental Exploration of Compact Convolutional Neural Network Architectures for Non-temporal Real-time Fire Detection—0
Unsupervised Segmentation of Fire and Smoke from Infra-Red Videos—0
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Benchmark Results

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