@sunt05 I would like to spend some time in near future to enhance this package. The first thing I like to do is to use Mode function as we discussed to automate the prediction part. This would help us to speed up the model as we do not need to do the steps after the prediction step for all images. Other enhancements that I have in mind are:
[x] breaking down some the files to sub-modules
[x] Make test cases and automate them using GH actions
[x] Make documentation
[x] Validation (this is more in the science part)
Please let me know if you have any more suggestions.
@sunt05 I would like to spend some time in near future to enhance this package. The first thing I like to do is to use Mode function as we discussed to automate the prediction part. This would help us to speed up the model as we do not need to do the steps after the prediction step for all images. Other enhancements that I have in mind are:
Please let me know if you have any more suggestions.
_Originally posted by @hamidrezaomidvar in https://github.com/hamidrezaomidvar/land_cover/issues/12#issuecomment-605045208_