Deep Learning-Based Fire Detection for Enhanced Safety Systems

Deep Learning-Based Fire Detection for Enhanced Safety Systems

Fire detection systems are a critical aspect of modern safety and security systems, playing a pivotal role in safeguarding lives and property against the destructive force of fires. Rapid and accurate identification of fire incidents is essential for timely response and mitigation efforts. Traditio...

Full description

Bibliographic Details
Main Author:	Mothefer Majeed Jahefer
Format:	Article
Language:	English
Published:	College of Education for Pure Sciences 2023-12-01
Series:	Wasit Journal for Pure Sciences
Subjects:	Fire detection Deep learning , CNN VGG16 InceptionV3
Online Access:	https://wjps.uowasit.edu.iq/index.php/wjps/article/view/221

Similar Items

Recognizing multiclass Static Sign Language words for deaf and dumb people of Bangladesh based on transfer learning techniques
by: Md. Monirul Islam, et al.
Published: (2022-01-01)

Methods for Preventing Visual Attacks in Convolutional Neural Networks Based on Data Discard and Dimensionality Reduction
by: Nikita Andriyanov
Published: (2021-06-01)

Ensemble of CNN models for classification of groundnut plant leaf disease detection
by: Aishwarya M．P．, et al.
Published: (2023-12-01)

Deep Learning based Framework for Emotion Recognition using Facial Expression
by: Nimra Bukhari, et al.
Published: (2022-11-01)

Detection of Helmet Use in Motorcycle Drivers Using Convolutional Neural Network
by: Jaime Mercado Reyna, et al.
Published: (2023-05-01)

ResRandSVM: Hybrid Approach for Acute Lymphocytic Leukemia Classification in Blood Smear Images
by: Adel Sulaiman, et al.
Published: (2023-06-01)

Selective Feature Sets Based Fake News Detection for COVID-19 to Manage Infodemic
by: Manideep Narra, et al.
Published: (2022-01-01)

Deep Learning for the Differential Diagnosis between Transient Osteoporosis and Avascular Necrosis of the Hip
by: Michail E. Klontzas, et al.
Published: (2022-08-01)

Iris Liveness Detection Using Multiple Deep Convolution Networks
by: Smita Khade, et al.
Published: (2022-06-01)

A Hybrid Approach for Landmark Recognition using Deep Local Features and Residual Network-50
by: Nimbare Nishant, et al.
Published: (2021-01-01)

iSEC: An Optimized Deep Learning Model for Image Classification on Edge Computing
by: Endah Kristiani, et al.
Published: (2020-01-01)

Penerapan Blok SE-NET Pada Deep Learning Inceptionv3 untuk Meningkatkan Deteksi Penyakit Mpox pada Manusia
by: M. Bakhara Alief Rachman, et al.
Published: (2023-12-01)

Pre-trained deep learning models for brain MRI image classification
by: Srigiri Krishnapriya, et al.
Published: (2023-04-01)

Multi-Step Preprocessing With UNet Segmentation and Transfer Learning Model for Pepper Bell Leaf Disease Detection
by: Aisha Ahmed AlArfaj, et al.
Published: (2023-01-01)

Rendering automatic bokeh recommendation engine for photos using deep learning algorithm
by: Kumar Rakesh, et al.
Published: (2022-12-01)

Synergistic Integration of Transfer Learning and Deep Learning for Enhanced Object Detection in Digital Images
by: Safa Riyadh Waheed, et al.
Published: (2024-01-01)

4D: A Real-Time Driver Drowsiness Detector Using Deep Learning
by: Israt Jahan, et al.
Published: (2023-01-01)

Automatic Damage Detection on Traditional Wooden Structures with Deep Learning-Based Image Classification Method
by: Kemal Haciefendioglu, et al.
Published: (2022-01-01)

Sentiment analysis on images using convolutional neural networks based Inception-V3 transfer learning approach
by: Gaurav Meena, et al.
Published: (2023-04-01)

Ensembled Transfer Learning Based Multichannel Attention Networks for Human Activity Recognition in Still Images
by: Koki Hirooka, et al.
Published: (2022-01-01)

Detection of Pneumonia with a Novel CNN-based Approach
by: Ebru Erdem, et al.
Published: (2021-04-01)

Data Complexity Based Evaluation of the Model Dependence of Brain MRI Images for Classification of Brain Tumor and Alzheimer’s Disease
by: Anima Kujur, et al.
Published: (2022-01-01)

Disease Detection on Rice Leaves through Deep Learning with InceptionV3 Method
by: Aria Maulana, et al.
Published: (2023-10-01)

Comparative analysis of GAN-based fusion deep neural models for fake face detection
by: Musiri Kailasanathan Nallakaruppan, et al.
Published: (2024-01-01)

Deep Learning Approaches for Age-based Gesture Classification in South Indian Sign Language
by: Ramesh M. Badiger, et al.
Published: (2024-04-01)

Detection of rice plant disease from RGB and grayscale images using an LW17 deep learning model
by: Yogesh Kumar Rathore, et al.
Published: (2023-03-01)

Classification of Acute Lymphoblastic Leukemia based on White Blood Cell Images using InceptionV3 Model
by: Rizki Firdaus Mulya, et al.
Published: (2023-08-01)

Study on deep learning-based detection of viable cell count in dialysis fluid images
by: Michihiro Kawasaki, et al.
Published: (2024-02-01)

Monkeypox and Measles Detection using CNN with VGG-16 Transfer Learning
by: M. Hafidz Ariansyah, et al.
Published: (2023-02-01)

Monkeypox and Measles Detection using CNN with VGG-16 Transfer Learning
by: M. Hafidz Ariansyah, et al.
Published: (2023-02-01)

Nutrients deficiency diagnosis of rice crop by weighted average ensemble learning
by: Md. Simul Hasan Talukder, et al.
Published: (2023-08-01)

A Novel Approach to Detect COVID-19: Enhanced Deep Learning Models with Convolutional Neural Networks
by: Awf A. Ramadhan, et al.
Published: (2022-09-01)

Automatic Leukocytes Classification using Deep Convolutional Neural Network
by: SUGONDO HADIYOSO, et al.
Published: (2023-01-01)

Image-Based Arabian Camel Breed Classification Using Transfer Learning on CNNs
by: Sultan Alfarhood, et al.
Published: (2023-07-01)

Atelectasis detection in chest X-ray images using convolutional neural networks and transfer learning with anisotropic diffusion filter
by: Aleka Melese Ayalew, et al.
Published: (2024-01-01)

Brain tumor classification in MRI image using convolutional neural network
by: Hassan Ali Khan, et al.
Published: (2020-09-01)

Forest Defender Fusion System for Early Detection of Forest Fires
by: Manar Khalid Ibraheem Ibraheem, et al.
Published: (2024-01-01)

Deep-Learning-Based Coronary Artery Calcium Detection from CT Image
by: Sungjin Lee, et al.
Published: (2021-10-01)

Automated Uterine Fibroids Detection in Ultrasound Images Using Deep Convolutional Neural Networks
by: Ahsan Shahzad, et al.
Published: (2023-05-01)

COVID-19 Detection in CT Images using Deep Transfer Learning
by: A. Anbarasi, et al.
Published: (2022-09-01)