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gaiasd / DFireDataset

D-Fire: an image data set for fire and smoke detection.
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can you show me your train val test sets? #3

Closed zoey-smile closed 2 years ago

zoey-smile commented 2 years ago

Thanks to the your hard work! I'm sorry I don't konw the relationship between the four folders. The name has the differences like noise and mirror(data agumentation), but some name like "FacultyofElectricalEngineeringSplitUniversity_WEBSmoke1869.jpg" I can't understand. So can you explian it and give me your train, val, test sets according to the table that introduces categories. I can't summary the images as your category. My english is not good. Hope you can understand my intension. I will cite your paper in your publications if I use this dataset.

pedbrgs commented 2 years ago

Thank you for your interest in our work, @zoey-smile! Each of the 4 folders has images collected from different sources. For example, images from the CAD/ folder were collected in the Cidade Administrativa Presidente Tancredo Neves, Brazil. Also, image names with the suffix mirror were horizontally mirrored and images with the suffix noise had random Gaussian noise added at each pixel. In this repository are the training and testing sets we used in this paper, including the five folds for cross validation (hyperparameter tuning). I hope it helps you! And please cite our paper in your publications if you use this dataset.

zoey-smile commented 2 years ago

thank you so much