First object detection on fire forest

Hello everybody,

I am new in artificial intelligence and more precisely in computer vision. I started to train a YOLOv5 model to detect the beginnings of forest fires. I discovered Roboflow while looking for tutorials on how object detection works and I found their explanation great. Moreover the articles written are very interesting to understand some data like the mAP.

I am currently building a dataset with images of burning forest and soon I will add smoke detection. I’m thinking of making this dataset available to everyone so take advantage of it if you are interested.

For the moment I use roboflow mainly to manage my dataset with the increase of the data and also to make some retouches on my annotations which was not correct (I begin :sweat_smile:). But I think that soon I will test to train a model on my dataset directly from their web interface.

I think that regularly I will add information about this project so feel free to react to this post. I will be happy to discuss with you.


Thanks for sharing! Feel free to use these resources in case they are helpful as you work on the project :slight_smile:

Good luck and keep us posted!

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