This is a forest fire and smoke detection and fire segmentation system which is based on the yolov5 and unet.
If you want to train your own yolov5 model, please click here to learn more details.
If you want to train your own unet model, please click here to learn more details.
Environment
Test on the ubuntu 20.04
torch = '1.7.1+cu110'
torchvision = '0.8.2+cu110'
Installation
git clone https://github.com/bobo12391/Forest-Fire-and-Smoke-Detecton-and-Fire-Segmentation-GUI-design.git
Pre-trained model
link: https://pan.baidu.com/s/1vhItuWMZ9gC_mvUTPGHzew code: h2wf
You can put it in the root directory.
Quick Start
cd forest _fire_and_smoke_detection_and_fire_segmentation_system
python gui2.py
GUI Interface
Fire Fire and Smoke Image Detection(You can also select a video to detect)
Fire Image Segmentation
Camera Demo
contact information
If you have any questions, please contact with me by email:15108513361@163.com