Is there a standard dataset for fire detection using deep learning CNN?

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Ashraf A. M. Khalaf

Dear Mustafa Aljumaili

You can see the two attached papers.

Thanks

Navid Kardani

Hi,

Check this papers out.

https://www.atlantis-press.com/proceedings/ifmeita-16/25850411

https://ieeexplore.ieee.org/abstract/document/8385121

Cheers

Mustafa Aljumaili

Alireza Givehchi , Ashraf A.M. KHALAF ,Navid Kardani,

Thank you all for sharing!

Azhar Imran

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

Thank You Azhar Imran . appreciate it!

Mohamed Elamine Hadj-Youcef

Hi Mustafa Aljumaili ,

Were you able to find a fire dataset with bounding boxes ?.

I am looking for a dataset to perform fire detection. Thank you in advance.

Samar Ansari

You may also use the FireNet dataset from here:

FireNet-LightWeight-Network-for-Fire-Detection

https://github.com/arpit-jadon/FireNet-LightWeight-Network-for-Fire-Detection

Antonio Greco

R. D. Lascio, A. Greco, A. Saggese, and M. Vento, "Improving fire detection reliability by a combination of videoanalytics," in Image Analysis and Recognition - 11th International Conference, ICIAR 2014, Vilamoura, Portugal, October 22-24, 2014, Proceedings, Part I, 2014, pp. 477-484. [Online] Available: https://link.springer.com/chapter/10.1007/978-3-319-11758-4_52

Mn Aftab

https://drive.google.com/file/d/11KBgD_W2yOxhJnUMiyBkBzXDPXhVmvCt/view

Here you find a fire detection project:

https://github.com/amineHY/YOLOv3-for-custum-objects