Nov 20: new changes in Gym and `doodleverse-utils` version 0.0.12
dbuscombe-usgs opened this issue · 0 comments
There was an issue with the way MNDWI and NDWI datasets were being made, detailed here
Doodleverse/doodleverse_utils#14
and Doodleverse/doodleverse_utils@6c8e1ad
now, all datasets are made without padding, so things are consistent across the board. this doesnt affect 'regular' models using ND data, only MNDWI and NDWI dataset creation (in utils/preprocess_data.py
)
so, pip install -U doodleverse-utils
(should install version 0.0.12, https://pypi.org/manage/project/doodleverse-utils/release/0.0.12/)
I also did some general housekeeping in Gym, and added a new function batch_train_models.py
which is handy for those who like to experiment a lot - it now prompts you for multiple datasets and corresponding config files, and trains multiple models sequentially
make_nd_datasets.py
now uses image and label resizing and rescaling codes from doodleverse-utils
see de004f3
so, git pull