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 ). 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.