SOTAVerified

Fire Detection

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

Papers

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Showing 11–20 of 61 papers

TitleStatusHype
Comprehensive and Comparative Analysis between Transfer Learning and Custom Built VGG and CNN-SVM Models for Wildfire Detection—0
Utilizing Transfer Learning and pre-trained Models for Effective Forest Fire Detection: A Case Study of Uttarakhand—0
Designing a Classifier for Active Fire Detection from Multispectral Satellite Imagery Using Neural Architecture Search—0
Synthetic imagery for fuzzy object detection: A comparative study—0
FireLite: Leveraging Transfer Learning for Efficient Fire Detection in Resource-Constrained Environments—0
A Multi-Level Approach for Class Imbalance Problem in Federated Learning for Remote Industry 4.0 Applications—0
EFA-YOLO: An Efficient Feature Attention Model for Fire and Flame Detection—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
Indoor Fire and Smoke Detection Using Soft-Voting Based Deep Ensemble ModelCode0
Image Processing Based Forest Fire Detection—0
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Benchmark Results

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