https://github.com/Choe-Ji-Hwan/Fire_Detect_Custom_Yolov5

2022-1 Individual Research Assignment: Using YOLOv5 to simply recognize each type of fire
https://github.com/Choe-Ji-Hwan/Fire_Detect_Custom_Yolov5

yolov5

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2022-1 Individual Research Assignment: Using YOLOv5 to simply recognize each type of fire

• Host: GitHub
• URL: https://github.com/Choe-Ji-Hwan/Fire_Detect_Custom_Yolov5
• Owner: Choe-Ji-Hwan
• Created: 2022-04-03T08:49:29.000Z (almost 3 years ago)
• Default Branch: master
• Last Pushed: 2022-07-03T11:41:18.000Z (over 2 years ago)
• Last Synced: 2024-08-02T01:24:14.646Z (7 months ago)
• Topics: yolov5
• Language: Python
• Homepage:
• Size: 228 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

• awesome-yolo-object-detection - Choe-Ji-Hwan/Fire_Detect_Custom_Yolov5 - Ji-Hwan/Fire_Detect_Custom_Yolov5?style=social"/> : 2022-1 Individual Research Assignment: Using YOLOv5 to simply recognize each type of fire. (Applications)
• awesome-yolo-object-detection - Choe-Ji-Hwan/Fire_Detect_Custom_Yolov5 - Ji-Hwan/Fire_Detect_Custom_Yolov5?style=social"/> : 2022-1 Individual Research Assignment: Using YOLOv5 to simply recognize each type of fire. (Applications)

README

        
# Fire detect using custom datas and yolov5 From Colab



  






[**Python>=3.7.0**](https://www.python.org/) environment, including

[**PyTorch>=1.7**](https://pytorch.org/get-started/locally/).

  



- Process

```

  1. Use yolov5 for tutorial

  2. Data custom (use roboflow or labelimg)

  3. trainning

    # 2-3 repeat

  4. comparison (yolov5 models, epoch, fire size)

```

## Used tool



  

    

      

    

    

      

    

    

      

    

  

  

    

      YOLOv5

    

    

      Roboflow

    

    

      Colab

    

  



## Result



![Hnet com-image](https://user-images.githubusercontent.com/54761791/161439236-73a6c044-75f6-462e-8dde-cdaef96fc75c.gif)

![Hnet com-image](https://user-images.githubusercontent.com/54761791/161438769-097e2fea-6f0a-4494-b4dc-e8cba4541bba.gif)

  





## Sudo code

```

// detect tracing fire size 

```

## Used Dataset

Kaggle Fire Dataset: https://www.kaggle.com/phylake1337/fire-dataset 

cair/Fire-Detection-Image-Dataset images: https://github.com/cair/Fire-Detection-Image-Dataset

Fire Image Data Set for Dunnings 2018 study-PNG still image set: https://collections.durham.ac.uk/files/r2d217qp536#.YkMMGShBxD_