Maxim Zhiltsov
Maxim Zhiltsov
Simple merging, which is used during dataset joining, can be safely extended by: - Appending new labels - Appending missing label information (parent, attributes)
Now, it is partially supported, but it is not clear, whether it can be allowed or not. Check that `Dataset.subsets` work correctly in all cases.
Dataset formats are different, but they often represent the same concepts. Even though Datumaro tries to unify them internally, they still can represent the same information differently. For instance, the...
Currently, `datum convert` is a direct shortcut for `datum import` + `datum export`, added for better user experience. However, for many input and output format pairs there is a fixed...
Currently, our implementation of RISE algorithm works only with OpenVINO plugin and requires a custom model output parsing script from user. The algorithm works, but it is hard to use....
Vision datasets often include 3d data - it can be lidar, MRI, landscape, buildings and models. It would be nice is Datumaro could handle such datasets. Examples: BRATS, KITTI, ObjectNet3D,...
When there is a dataset, it is often important to be able to check its quality. There are few way to check it: - compare annotations against a specification. Find...
### Summary - Added ability to parse masks with holes into polygons - Added support of holes in polygons TBD: - [ ] Update polygon/mask use in formats ### How...
Extend existing documentation with format implementation guidelines, cover such topics as: - Requirements - Error handling - Allowed deviations from the spec / original files - Task-specific dataset representations and...