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Merged
zhiltsov-max merged 7 commits into from
Jan 14, 2021
Merged

Kate/splitter cli #81

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bec7467
Update changelog
Jan 14, 2021
e9c896e
add cli support for classification/detection splitter
Feb 23, 2021
011b852
revisit re-id splitter and implement cli for re-id
Feb 27, 2021
875e385
update documentation for task-specific split
Feb 27, 2021
d3231a4
add changelog and revert toc part of user_manual and README
Mar 9, 2021
dc85888
1. add more description regarding split, 2. move to base class (_Tas…
Mar 13, 2021
55e0718
Update docs
Jan 14, 2021
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2 changes: 1 addition & 1 deletion CHANGELOG.md
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Expand Up @@ -8,9 +8,9 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0

## [Unreleased]
### Added
- Task-specific Splitter (<https://github.com/openvinotoolkit/datumaro/pull/68>)
- `WiderFace` dataset format (<https://github.com/openvinotoolkit/datumaro/pull/65>)
- Function to transform annotations to labels (<https://github.com/openvinotoolkit/datumaro/pull/66>)
- Task-specific Splitter (<https://github.com/openvinotoolkit/datumaro/pull/68>, <https://github.com/openvinotoolkit/datumaro/pull/81>)
- `VGGFace2` dataset format (<https://github.com/openvinotoolkit/datumaro/pull/69>)

### Changed
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8 changes: 8 additions & 0 deletions README.md
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Expand Up @@ -147,6 +147,14 @@ CVAT annotations ---> Publication, statistics etc.
- polygons to instance masks and vise-versa
- apply a custom colormap for mask annotations
- rename or remove dataset labels
- Splitting a dataset into multiple subsets like `train`, `val`, and `test`:
- random split
- task-specific splits based on annotations,
which keep initial label and attribute distributions
- for classification task, based on labels
- for detection task, based on bboxes
- for re-identification task, based on labels,
avoiding having same IDs in training and test splits
- Dataset quality checking
- Simple checking for errors
- Comparison with model infernece
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