I suspect once we upload our model online. There will be people trying to upload images that are not related to xrays or CTs (tomografies). Our model should automatically detect this and act accordingly.
TO-DO:
Create a dataset with non-medical images (Such as selfies, pets, etc) vs medical (xrays, CTs).
Create the documentation of the dataset including things like the source of the images and the structure of the dataset. For example, how many images in training, test and validation are for each category.
Recomendations:
Images should be resized or crop such that their size it's a 224x224 or 300x300.
Please be consistent with the type of images. Only use .jpeg or .jpg images
I suspect once we upload our model online. There will be people trying to upload images that are not related to xrays or CTs (tomografies). Our model should automatically detect this and act accordingly.
TO-DO:
Recomendations: