Adam J. Stewart

Better semantic segmentation plots

3

### Summary There are various way we can improve upon our current semantic segmentation plots: - [ ] Add legends to clarify what each class is - [ ] Add...

Object Detection: Add support for pretrained `weights`

1

### Summary We should add support for using pretrained backbones to our semantic segmentation and object detection trainers. ### Rationale Our classification/regression/BYOL trainers support pretrained weights, we should be uniform....

Redistribute datasets and models on Hugging Face

12

### Summary We should consider redistributing as many datasets and pre-trained models as we can on [Hugging Face](https://huggingface.co/torchgeo). ### Rationale Hugging Face provides a more reliable centralized repository for storing...

DataModules: rename split parameters

2

### Summary We should rename the split parameters we use in data modules. ### Rationale Currently, our modules use `val_split_pct` and `test_split_pct`. However, our splitting functions only accept integer lengths...

Dataset plotting: normalization

2

### Summary At the moment, our dataset plotting routines are inconsistent. While some plot methods stretch to the range of the image, others simply divide by 3K or 10K and...

pytorch_lightning -> lightning

1

Starting with version 1.8, pytorch_lightning was renamed lightning. Although they are still updating the old pytorch_lightning package, the plan is to eventually deprecate and retire this: https://github.com/Lightning-AI/lightning/discussions/17095 Would the authors...

sdist missing requirement files

2

At the moment, it isn't possible to install lightly from an [sdist](https://files.pythonhosted.org/packages/5e/9b/c885ceabb01c4fecf95ab09000484a0c908b6e502b27fb2e115cfd7e2fb1/lightly-1.4.1.tar.gz) tarball, you either have to install from git or from a wheel. Would it be possible to add...

Unable to disable optional dependencies

5

[CMakeLists.txt](https://github.com/shibatch/sleef/blob/85440a5e87dae36ca1b891de14bc83b441ae7c43/CMakeLists.txt#L25-L27) has the following options: ```cmake option(DISABLE_FFTW "Disable testing the DFT library with FFTW" OFF) option(DISABLE_MPFR "Disable testing with the MPFR library" OFF) option(DISABLE_SSL "Disable testing with the SSL library"...

Add type hints for mypy

3

### Description I would like to propose adding type hints to cartopy so that mypy can be used with the project. #### Code to reproduce Using the following code (adapted...