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
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