SOTAVerified

Fire Detection

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

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 51–61 of 61 papers

TitleStatusHype
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
ForestProtector: An IoT Architecture Integrating Machine Vision and Deep Reinforcement Learning for Efficient Wildfire MonitoringCode0
SIAVC: Semi-Supervised Framework for Industrial Accident Video ClassificationCode0
Fully Convolutional Variational Autoencoder For Feature Extraction Of Fire Detection SystemCode0
MFGDiffusion: Mask-Guided Smoke Synthesis for Enhanced Forest Fire DetectionCode0
ABANICCO: A New Color Space for Multi-Label Pixel Classification and Color SegmentationCode0
Comparing Next-Day Wildfire Predictability of MODIS and VIIRS Satellite DataCode0
Indoor Fire and Smoke Detection Using Soft-Voting Based Deep Ensemble ModelCode0
Modelling wildland fire burn severity in California using a spatial Super Learner approachCode0
Assessing the Impact of the Loss Function, Architecture and Image Type for Deep Learning-Based Wildfire SegmentationCode0
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Benchmark Results

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