Caleb Robinson
Caleb Robinson
When I instantiate a dataset with `download=False` and `checksum=False` I expect it to assume everything is in place, however our current setup usually checks to make sure that the archive...
Radiant Earth is going to put ETCI2021 in early 2022. When this happens we should switch the implementation to use data from there as it will give us the test...
Currently, downloading the entire 140GB dataset zip file is prone to error out due to http errors. Potentially better solutions would be: - Split up the zip file and have...
There are a few improvements we can make to the spectral index transforms in torchgeo: - [x] Adding a latex rendering of the index in the docs that show the...
(this is similar in sprirt to https://github.com/microsoft/torchgeo/issues/403) Radiant Earth's [MLHub](https://mlhub.earth/datasets) is a repository for geospatial ML datasets. We currently have created VisionDatasets for a few of the datasets that they...
SpatioTemporal Asset Catalogs ([STACs](https://stacspec.org/)) are a way to organize geospatial datasets. STAC APIs let users query huge STAC Catalogs by date, time, and other metadata. For example, the Microsoft [Planetary...
Currently, the So2Sat dataset can't be auto downloaded because torchvision's `download_url` doesn't seem to support FTP URLs like "ftp://m1483140:[email protected]/training.h5". The So2Sat authors are okay with having the dataset mirrored on...
We have `benchmark.py` for evaluating the performance of different sampler methods over a `GeoDataset`. Currently `benchmark.py` works with a ZipDataset of Landsat 8 imagery and CDL labels. Generally, we want...
https://github.com/SigmaQuan/Better-Python-59-Ways/blob/9eaaba2539ca0b723442f9fcdf0455c7a1fe0584/item_06_avoid_using.py#L36
When including `nbsphinx` with `pytorch_sphinx_theme` several components of the theme break: - Permalinks to sections are hidden - The right (mobile) sidebar navigation expand/collapse buttons are hidden / don't work...