fire-smoke-detect-yolov4-yolov5 and fire-smoke-detection-dataset 火灾检测,烟雾检测
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May 9, 2025 - Jupyter Notebook
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fire-detection
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real-time fire detection in video imagery using a convolutional neural network (deep learning) - from our ICIP 2018 paper (Dunnings / Breckon) + ICMLA 2019 paper (Samarth / Bhowmik / Breckon)
machine-learning deep-neural-networks computer-vision deep-learning tensorflow deep-learning-algorithms convolutional-networks convolutional-neural-networks object-detection network-architecture superpixels tensorflow-examples cnn-architecture fire-detector cnn-for-visual-recognition robot-vision fire-detection inceptionv1-onfire superpixel-segment firenet
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Jul 22, 2021 - Python
Detect fire in images using neural nets
deep-learning yolo object-detection keras-tensorflow fire-detection smoke-detection fire-dataset yolov5
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Jul 26, 2023 - Jupyter Notebook
Training YOLOv5/YOLOv9 to detect fire in a video
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Oct 21, 2024 - Jupyter Notebook
D-Fire: an image data set for fire and smoke detection.
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Jun 23, 2025 - Python
Securade.ai HUB - A generative AI based edge platform for computer vision that connects to existing CCTV cameras and makes them smart.
machine-learning computer-vision model-zoo artificial-intelligence face-detection object-detection jetson nvidia-gpu video-analytics fire-detection edge-deployment smoke-detection ppe-detection worker-safety generative-ai yolo7 grounding-dino industrial-safety zone-mana proximity-dete
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Jul 15, 2025 - Python
Deep learning based algorithm which is capable of detecting violence in indoor or outdoor environments: fight, fire or car crash and even more
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Dec 31, 2024 - Jupyter Notebook
Fire and Gun detection using yolov3 in videos as well as images. Training code, dataset and trained weight file available.
python machine-learning deep-neural-networks ai deep-learning cctv surveillance fire artificial-intelligence dataset video-processing object-detection weights darknet rifle firearm-detection yolov3 fire-detection crime-classification gun-detection
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Oct 15, 2020 - Python
Fire and smoke detection using spatial and temporal patterns.
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Jun 23, 2025 - Python
This repository showcases our work on using computer vision to detect wildfires. Explore the code, model, and results of our research on wildfire prevention.
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Aug 15, 2023 - Python
Real-time fire detection in image/video/webcam using a convolutional neural network (deep learning) - from our ICMLA 2020 paper (Thomson / Bhowmik / Breckon)
opencv machine-learning deep-neural-networks computer-vision deep-learning cnn python3 pytorch artificial-intelligence classification image-classification convolutional-neural-networks object-detection superpixel nasnet shufflenetv2 fire-detection
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May 14, 2021 - Python
Fire-Detection-using-YOLOv8
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Feb 2, 2023 - Python
This is my final year project on fire detection using infra-red technology, Which include real time detection and record video detection create fire alert for the safety.
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Jun 27, 2020 - C#
FPGA Deployable Fire Detection Model for Real-Time Video Surveillance Systems Using Convolutional Neural Networks
raspberry-pi deep-neural-networks computer-vision deep-learning deep python-3 convolutional-neural-networks object-detection transfer-learning field-programmable-gate-arrays realtime-object-tracker fire-detection
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May 6, 2021 - Jupyter Notebook
Wildfire Detection with Deep Neural Networks
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Oct 3, 2023 - Jupyter Notebook
This is a c++ implement of yolov5 and fire/smoke detect.
deep-learning tensorrt smoke-detector jetson-xavier fire-detection jetson-nano jetson-xavier-nx yolov5 fire-smoke-detection-dataset
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Dec 15, 2021 - C++
Deep Learning model implementation for Fire detection both classification and segmentation from the FLAME dataset.
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Dec 12, 2022 - Python
Fire Detection🔥using Machine Learning Algorithm with python🐍, GoogleColab & database taken from UCI Machine Learning Repository
random-forest svm naive-bayes machine-learning-algorithms data-visualization data-analysis logistic-regression knn uci-machine-learning desiciontree python-data-analysis data-analysis-python google-colab forest-fire-detection fire-detection uci-dataset
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Apr 30, 2022 - Jupyter Notebook
Pistol, Rifle, and Fire detection using yolov4-tiny in videos as well as images. Training code, dataset, and trained weight file available.
deep-neural-networks ai deep-learning cctv surveillance artificial-intelligence dataset video-processing object-detection video-detection rifle firearm-detection fire-detection gun-detection darknet-yolo
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Oct 15, 2020 - Jupyter Notebook
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