NeelBhowmik/efficient-compact-fire-detection-cnn
Real-time fire detection in image/video/webcam using a convolutional neural network (deep learning) - from our ICMLA 2020 paper (Thomson / Bhowmik / Breckon)
This project offers a fast and accurate way to detect fire in real-time using images, video feeds, or webcams. It takes visual input and identifies areas where fire is present, indicating a 'fire' or 'no-fire' status, and can highlight the specific regions of fire within the frame. It's designed for operations engineers, security personnel, or anyone responsible for monitoring environments for fire hazards.
No commits in the last 6 months.
Use this if you need a highly efficient, real-time visual fire detection system for surveillance, industrial monitoring, or safety applications, even on low-powered devices.
Not ideal if you are looking for a system that uses traditional smoke/heat sensors or requires historical data analysis beyond real-time visual detection.
Stars
59
Forks
17
Language
Python
License
MIT
Category
Last pushed
May 14, 2021
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/computer-vision/NeelBhowmik/efficient-compact-fire-detection-cnn"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
beric7/structural_inspection_main
Collection of works in my PhD at Virginia Tech, mostly focused on computer vision and machine...
Praveenkottari/BD3-Dataset
This repository provides the BD3 dataset, containing over 3,965 annotated RGB images. It...
sayedgamal99/Real-Time-Smoke-Fire-Detection-YOLO11
Flare Guard is an AI-powered system designed to instantly detect and report fires and smoke.
UNCG-DAISY/Instagrain
A camera for measuring sediment grain sizes with edge ML
ErtugrulKusva/Forest_Fire_Detector
Bu video bir proje tanıtım videosudur. Projede python programlama dilinde makine öğrenmesi...