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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smoke-detection
Here are 52 public repositories matching this topic...
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
D-Fire: an image data set for fire and smoke detection.
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Dec 31, 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
Fire and smoke detection using spatial and temporal patterns.
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Jun 23, 2025 - Python
An experimental repository to build ML models and perform efficient wildfire smoke detection.
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Dec 1, 2021 - Jupyter Notebook
Research Internship project under Assistant Prof. Manish Bhatt of IIT, Guwahati
machine-learning yolo image-recognition fire-detection smoke-detection yolov5 yolov8 fire-smoke-detection
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Jul 7, 2023 - Jupyter Notebook
Deep Learning-Based Fire Vehicle Detection and Real-Time Warning System 基於深度學習的火災車輛偵測及即時預警系統
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Aug 15, 2023 - Python
Dataset for Indoor Fire Detection
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May 9, 2025
Machine Learning in Python to assess fire risk in satellite imagery and environmental conditions.
neural-network risk-analysis satellite-imagery cnn-model fire-detection smoke-detection xgboost-classifier forest-fires fire-images fire-risk
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May 4, 2021 - Jupyter Notebook
Pipeline to train a multi-label smoke detection network. Code submission for the ProjectX 2020 machine learning competition.
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Jan 5, 2021 - Python
In this project, we will develop a system that monitors the temperature, humidity, smoke leakage, current voltage, and vibration of the server room via an Arduino IoT dashboard. In addition to attempting to detect and alert for Power Failure, Fire, Smoke, etc., this system will also integrate automation at the edge level for temperature control.
dart arduino firebase internet-of-things temperature-monitoring flutter buzzer esp32-arduino humidity-monitoring smoke-detection iot-based-server-room-monitoring-system
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May 18, 2023 - Dart
A descriptive and inferential statistical analysis from the Kaggle database on the data collected by an IoT smoke detection device. Machine learning techniques were also used to help build this smart device, increasing its accuracy.
iot machine-learning static-analysis kaggle statistical-inference accuracy statistical-tests iot-device iot-application kaggle-dataset smoke-detection inferencial-statistics estatistica-descritiva
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Jun 19, 2024 - Jupyter Notebook
fire detection, smoke detection, object tracking, classification, object detection, fire protection,
docker object-detection object-recognition deepsort fire-detection smoke-detection fire-tracking smoke-tracking
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Jan 4, 2026 - Python
🔥 Real-time Fire & Smoke Detection using Computer Vision and AI | Advanced safety monitoring system with 96% accuracy | Modern UI | Open-source educational project
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Dec 10, 2025 - Python
python machine-learning real-time analysis signal-processing classification noise distortion blur-detection awgn defocus-blur laparoscopy smoke-detection endoscopic-images buet-endgame noise-smoke
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Mar 31, 2021 - Jupyter Notebook
A superset of various wildfire smoke datasets.
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Jan 23, 2022
Low-cost wildfire monitoring using IoT sensors, edge computer vision, and deep reinforcement learning.
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Dec 26, 2025 - Jupyter Notebook
FireSense AI is a comprehensive fire and smoke detection platform built using YOLOv8, OpenCV, Flask, and Computer Vision. The system supports image analysis, video surveillance, live webcam monitoring, screenshot analytics, interactive dashboards, and real-time detection reporting.
python opencv flask machine-learning computer-vision dashboard deep-learning analytics artificial-intelligence object-detection video-analysis real-time-detection safety-monitoring fire-detection smoke-detection yolov8 webcam-detection
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May 30, 2026 - Python
Nature inspired firefighter assistant by Unmanned Aerial Vehicle (UAV) data
uav image-processing image-segmentation firefighter firefly-algorithm image-enhancement unmanned-aerial-vehicle nature-inspired-algorithms fire-detection smoke-detection chicken-swarm-optimizer firefighter-assistant
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Dec 12, 2024 - MATLAB
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