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Upgrade CI to MACOS-12#1234

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Jan 4, 2024
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Upgrade CI to MACOS-12#1234
vinnamkim merged 1 commit intoopen-edge-platform:developfrom
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@vinnamkim vinnamkim commented Jan 2, 2024

Summary

How to test

Checklist

  • I have added unit tests to cover my changes.​
  • I have added integration tests to cover my changes.​
  • I have added the description of my changes into CHANGELOG.​
  • I have updated the documentation accordingly

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    Feel free to contact the maintainers if that's a concern.
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# Copyright (C) 2023 Intel Corporation
#
# SPDX-License-Identifier: MIT

@vinnamkim vinnamkim marked this pull request as ready for review January 2, 2024 02:30
@vinnamkim vinnamkim requested review from a team as code owners January 2, 2024 02:30
@vinnamkim vinnamkim requested review from wonjuleee and removed request for a team January 2, 2024 02:30
Signed-off-by: Kim, Vinnam <vinnam.kim@intel.com>
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codecov bot commented Jan 2, 2024

Codecov Report

All modified and coverable lines are covered by tests ✅

Comparison is base (cfb6832) 80.48% compared to head (bfb07f2) 80.48%.

Additional details and impacted files
@@           Coverage Diff            @@
##           develop    #1234   +/-   ##
========================================
  Coverage    80.48%   80.48%           
========================================
  Files          269      269           
  Lines        29994    29994           
  Branches      5857     5857           
========================================
  Hits         24141    24141           
  Misses        4489     4489           
  Partials      1364     1364           
Flag Coverage Δ
macos-11_Python-3.8 ?
macos-12_Python-3.8 79.13% <ø> (?)
ubuntu-20.04_Python-3.8 80.46% <ø> (ø)
windows-2022_Python-3.8 80.45% <ø> (ø)

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@vinnamkim vinnamkim added the CI Any changes in CI setting label Jan 2, 2024
@vinnamkim vinnamkim added this to the 1.6.0 milestone Jan 2, 2024
sooahleex pushed a commit to sooahleex/datumaro that referenced this pull request Jan 3, 2024
…tform#1232)

<!-- Contributing guide:
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### Summary
Regarding the issue open-edge-platform#1204 , modify `compute_ann_statistics` function to
handle undefined labels.
And add corresponding unit test.

<!--
Resolves open-edge-platform#111 and open-edge-platform#222.
Depends on open-edge-platform#1000 (for series of dependent commits).

This PR introduces this capability to make the project better in this
and that.

- Added this feature
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  Feel free to contact the maintainers if that's a concern.
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below).

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# Copyright (C) 2023 Intel Corporation
#
# SPDX-License-Identifier: MIT
```
sooahleex pushed a commit to sooahleex/datumaro that referenced this pull request Jan 3, 2024
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### Summary

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LGTM

@vinnamkim vinnamkim merged commit 5ff1750 into open-edge-platform:develop Jan 4, 2024
@vinnamkim vinnamkim deleted the upgrade-to-macos-12 branch January 4, 2024 02:11
yunchu added a commit to yunchu/datumaro that referenced this pull request Jan 4, 2024
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### Summary

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Resolves open-edge-platform#111 and open-edge-platform#222.
Depends on open-edge-platform#1000 (for series of dependent commits).

This PR introduces this capability to make the project better in this
and that.

- Added this feature
- Removed that feature
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### Checklist
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[documentation](https://github.com/openvinotoolkit/datumaro/tree/develop/docs)
accordingly

### License

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License](https://github.com/openvinotoolkit/datumaro/blob/develop/LICENSE)
that covers the project.
  Feel free to contact the maintainers if that's a concern.
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below).

```python
# Copyright (C) 2023 Intel Corporation
#
# SPDX-License-Identifier: MIT
```

---------

Co-authored-by: Yunchu Lee <yunchu.lee@intel.com>
yunchu pushed a commit to yunchu/datumaro that referenced this pull request Jan 4, 2024
<!-- Contributing guide:
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-->

### Summary
fix broken link to supported formats
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Resolves open-edge-platform#111 and open-edge-platform#222.
Depends on open-edge-platform#1000 (for series of dependent commits).

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# Copyright (C) 2023 Intel Corporation
#
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```
jihyeonyi pushed a commit that referenced this pull request Jan 9, 2024
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### Summary

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  Feel free to contact the maintainers if that's a concern.
- [ ] I have updated the license header for each file (see an example
below).

```python
# Copyright (C) 2023 Intel Corporation
#
# SPDX-License-Identifier: MIT
```
wonjuleee added a commit that referenced this pull request Jan 11, 2024
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### Summary

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- [ ] I have updated the
[documentation](https://github.com/openvinotoolkit/datumaro/tree/develop/docs)
accordingly

### License

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License](https://github.com/openvinotoolkit/datumaro/blob/develop/LICENSE)
that covers the project.
  Feel free to contact the maintainers if that's a concern.
- [ ] I have updated the license header for each file (see an example
below).

```python
# Copyright (C) 2023 Intel Corporation
#
# SPDX-License-Identifier: MIT
```
wonjuleee added a commit that referenced this pull request Jan 17, 2024
<!-- Contributing guide:
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-->

### Summary

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Resolves #111 and #222.
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and that.

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### Checklist
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### License

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that covers the project.
  Feel free to contact the maintainers if that's a concern.
- [ ] I have updated the license header for each file (see an example
below).

```python
# Copyright (C) 2023 Intel Corporation
#
# SPDX-License-Identifier: MIT
```
wonjuleee added a commit that referenced this pull request Jan 23, 2024
<!-- Contributing guide:
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### Summary

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Resolves #111 and #222.
Depends on #1000 (for series of dependent commits).

This PR introduces this capability to make the project better in this
and that.

- Added this feature
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### Checklist
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### License

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  Feel free to contact the maintainers if that's a concern.
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below).

```python
# Copyright (C) 2023 Intel Corporation
#
# SPDX-License-Identifier: MIT
```
chuneuny-emily pushed a commit that referenced this pull request Jan 24, 2024
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### Summary

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Resolves #111 and #222.
Depends on #1000 (for series of dependent commits).

This PR introduces this capability to make the project better in this
and that.

- Added this feature
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### Checklist
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### License

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  Feel free to contact the maintainers if that's a concern.
- [ ] I have updated the license header for each file (see an example
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```python
# Copyright (C) 2023 Intel Corporation
#
# SPDX-License-Identifier: MIT
```
wonjuleee added a commit that referenced this pull request Jan 30, 2024
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### Summary

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### Checklist
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[documentation](https://github.com/openvinotoolkit/datumaro/tree/develop/docs)
accordingly

### License

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License](https://github.com/openvinotoolkit/datumaro/blob/develop/LICENSE)
that covers the project.
  Feel free to contact the maintainers if that's a concern.
- [ ] I have updated the license header for each file (see an example
below).

```python
# Copyright (C) 2023 Intel Corporation
#
# SPDX-License-Identifier: MIT
```
wonjuleee pushed a commit that referenced this pull request Feb 1, 2024
<!-- Contributing guide:
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### Summary

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Resolves #111 and #222.
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This PR introduces this capability to make the project better in this
and that.

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- Fix prune cli #1225 
- Remove unnecessary line for dataset saving

### How to test
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- Use existed cli test

### Checklist
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### License

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License](https://github.com/openvinotoolkit/datumaro/blob/develop/LICENSE)
that covers the project.
  Feel free to contact the maintainers if that's a concern.
- [ ] I have updated the license header for each file (see an example
below).

```python
# Copyright (C) 2023 Intel Corporation
#
# SPDX-License-Identifier: MIT
```
wonjuleee added a commit that referenced this pull request Feb 1, 2024
<!-- Contributing guide:
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-->

### Summary

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Resolves #111 and #222.
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and that.

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License](https://github.com/openvinotoolkit/datumaro/blob/develop/LICENSE)
that covers the project.
  Feel free to contact the maintainers if that's a concern.
- [ ] I have updated the license header for each file (see an example
below).

```python
# Copyright (C) 2023 Intel Corporation
#
# SPDX-License-Identifier: MIT
```
vinnamkim pushed a commit that referenced this pull request Feb 2, 2024
<!-- Contributing guide:
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### Summary

Unexpected behavior occurs when the dataset class uses `find_files()` in
`os_util.py` with `recursive=True`. The `walk()` function called inside
the `find_files` function does not follow symbolic links. The image or
label inside the symbolic link directory cannot be found and an
exception is thrown.

This issue affects the `VideoFrameImporter`, `AvaImporter`,
`RoboflowYoloBase`, `YoloLooseBase`, etc.

<!--
Resolves #111 and #222.
Depends on #1000 (for series of dependent commits).

This PR introduces this capability to make the project better in this
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### How to test
<!-- Describe the testing procedure for reviewers, if changes are
not fully covered by unit tests or manual testing can be complicated.
-->

Using a dataset with structure like this:

```bash
images/
    test/
    train/
yolo-ultralytics/
    images -> ../images
    labels/
        test/
        train/
```

and load the dataset:

```python
import datumaro as dm
ds = dm.Dataset.import_from("yolo-ultralytics", "yolo")
print(ds)
```

Exception is raised:

```python
datumaro.components.errors.ItemImportError: Failed to import item ...
```


### Checklist
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[documentation](https://github.com/openvinotoolkit/datumaro/tree/develop/docs)
accordingly

### License

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License](https://github.com/openvinotoolkit/datumaro/blob/develop/LICENSE)
that covers the project.
  Feel free to contact the maintainers if that's a concern.
- [x] I have updated the license header for each file (see an example
below).

```python
# Copyright (C) 2023 Intel Corporation
#
# SPDX-License-Identifier: MIT
```
wonjuleee added a commit that referenced this pull request Feb 2, 2024
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### Summary

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accordingly

### License

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License](https://github.com/openvinotoolkit/datumaro/blob/develop/LICENSE)
that covers the project.
  Feel free to contact the maintainers if that's a concern.
- [ ] I have updated the license header for each file (see an example
below).

```python
# Copyright (C) 2023 Intel Corporation
#
# SPDX-License-Identifier: MIT
```
vinnamkim added a commit that referenced this pull request Feb 6, 2024
<!-- Contributing guide:
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-->

### Summary

Accelerate loading of image file-based datasets.

I found that printing out the YOLO dataset information for the first
time was slow. After some digging I found that `datamaro` was reading
the entire dataset through to get the size of each image.

```python
ds = Dataset.import_from("/yolo-ultralytics", "yolo")
print(ds)  # <-- wait a long time
```

```python
    # from class Image
    @Property
    def size(self) -> Optional[Tuple[int, int]]:
        """Returns (H, W)"""

        if self._size is None:
            try:
                data = self.data  # <-- load the whole media into memory
            except _image_loading_errors:
                return None
            if data is not None:
                self._size = tuple(map(int, data.shape[:2]))
        return self._size
```

Interactive encoding with datasets on HDD is slow. So I added an
override `size()` property in the `ImageFromFile` class which first
tries to get the image size using `PIL`. The `PIL` library is about 8
times faster than `OpenCV` in getting the image size.

All dataset classes that use the `size` property of `ImageFromFile` can
benefit from this modification.

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Resolves #111 and #222.
Depends on #1000 (for series of dependent commits).

This PR introduces this capability to make the project better in this
and that.

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### License

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License](https://github.com/openvinotoolkit/datumaro/blob/develop/LICENSE)
that covers the project.
  Feel free to contact the maintainers if that's a concern.
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```python
# Copyright (C) 2023 Intel Corporation
#
# SPDX-License-Identifier: MIT
```

---------

Co-authored-by: Vinnam Kim <vinnam.kim@gmail.com>
vinnamkim pushed a commit that referenced this pull request Feb 7, 2024
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### Summary

In
[Ultralytics](https://docs.ultralytics.com/yolov5/tutorials/tips_for_best_training_results/#dataset:~:text=Background%20images.%20Background%20images%20are%20images%20with%20no%20objects%20that%20are%20added%20to%20a%20dataset%20to%20reduce%20False%20Positives%20(FP).%20We%20recommend%20about%200%2D10%25%20background%20images%20to%20help%20reduce%20FPs%20(COCO%20has%201000%20background%20images%20for%20reference%2C%201%25%20of%20the%20total).%20No%20labels%20are%20required%20for%20background%20images.)
YOLO dataset, there is no label required for the background images. But
in `datumaro`, the `_check_ann_file_impl` of the `_YoloLooseImporter`
class will filter all empty label `.txt` and does not search for images
without label `.txt`. This PR will not search for images without label
`.txt` but will add images with empty label `.txt` to the dataset.

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### Summary

When analyzing the import performance for `cityscapes` and
`kaggle_image_mask`, I have checked that the most bottleneck is
`np.unique` for parsing the unique class indices within each mask.
Analysis before PR:

![image](https://github.com/openvinotoolkit/datumaro/assets/89109581/3b75783b-c01b-4a99-8319-385abb430ead)

Analysis after PR:

![image](https://github.com/openvinotoolkit/datumaro/assets/89109581/6fd0e946-a765-414d-918c-89c798f7eb32)

Instead of parsing unique class indices within a mask, I have changed to
use all class indices in a dataset.
As a result, the performance is 5 times faster.

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wonjuleee added a commit that referenced this pull request Feb 19, 2024
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#
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wonjuleee added a commit that referenced this pull request Feb 19, 2024
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---------

Co-authored-by: Wonju Lee <wonju.lee@intel.com>
wonjuleee pushed a commit that referenced this pull request Feb 20, 2024
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### Summary

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vinnamkim pushed a commit that referenced this pull request Feb 27, 2024
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### Summary

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wonjuleee added a commit that referenced this pull request Feb 27, 2024
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  Feel free to contact the maintainers if that's a concern.
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wonjuleee added a commit that referenced this pull request Feb 28, 2024
…xt (#1273)

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### Summary

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sooahleex added a commit that referenced this pull request Feb 28, 2024
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sooahleex added a commit that referenced this pull request Feb 29, 2024
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vinnamkim pushed a commit that referenced this pull request Mar 5, 2024
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### Summary
On the Datumaro format documentation site there is a typo in the json.
The plural `infos` should be the singular `info` as described in the
explanatory text above the json.
I know that this is a tiny documentation change but it caused a little
bit of confusion on our end and so I would like to avoid the same
confusion for others :) Don't know if such a tiny change requires a
Changelog addition but if it does I can add it!
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License](https://github.com/openvinotoolkit/datumaro/blob/develop/LICENSE)
that covers the project.
  Feel free to contact the maintainers if that's a concern.
- [ ] I have updated the license header for each file (see an example
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# Copyright (C) 2023 Intel Corporation
#
# SPDX-License-Identifier: MIT
```
sooahleex added a commit that referenced this pull request Mar 6, 2024
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### Summary

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accordingly

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License](https://github.com/openvinotoolkit/datumaro/blob/develop/LICENSE)
that covers the project.
  Feel free to contact the maintainers if that's a concern.
- [ ] I have updated the license header for each file (see an example
below).

```python
# Copyright (C) 2023 Intel Corporation
#
# SPDX-License-Identifier: MIT
```
sooahleex pushed a commit to sooahleex/datumaro that referenced this pull request Mar 6, 2024
…atform#1283)

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### Summary
On the Datumaro format documentation site there is a typo in the json.
The plural `infos` should be the singular `info` as described in the
explanatory text above the json.
I know that this is a tiny documentation change but it caused a little
bit of confusion on our end and so I would like to avoid the same
confusion for others :) Don't know if such a tiny change requires a
Changelog addition but if it does I can add it!
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Resolves open-edge-platform#111 and open-edge-platform#222.
Depends on open-edge-platform#1000 (for series of dependent commits).

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### Checklist
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- [ ] I have updated the
[documentation](https://github.com/openvinotoolkit/datumaro/tree/develop/docs)
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### License

- [ ] I submit _my code changes_ under the same [MIT
License](https://github.com/openvinotoolkit/datumaro/blob/develop/LICENSE)
that covers the project.
  Feel free to contact the maintainers if that's a concern.
- [ ] I have updated the license header for each file (see an example
below).

```python
# Copyright (C) 2023 Intel Corporation
#
# SPDX-License-Identifier: MIT
```
sooahleex added a commit that referenced this pull request Mar 8, 2024
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### Summary

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Added unit test for gui

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### License

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License](https://github.com/openvinotoolkit/datumaro/blob/develop/LICENSE)
that covers the project.
  Feel free to contact the maintainers if that's a concern.
- [ ] I have updated the license header for each file (see an example
below).

```python
# Copyright (C) 2023 Intel Corporation
#
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```
sooahleex added a commit that referenced this pull request Mar 8, 2024
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### Summary

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This PR introduces this capability to make the project better in this
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Added unit test for gui

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[documentation](https://github.com/openvinotoolkit/datumaro/tree/develop/docs)
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### License

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License](https://github.com/openvinotoolkit/datumaro/blob/develop/LICENSE)
that covers the project.
  Feel free to contact the maintainers if that's a concern.
- [ ] I have updated the license header for each file (see an example
below).

```python
# Copyright (C) 2023 Intel Corporation
#
# SPDX-License-Identifier: MIT
```
yunchu added a commit that referenced this pull request Mar 14, 2024
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### Summary

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accordingly

### License

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License](https://github.com/openvinotoolkit/datumaro/blob/develop/LICENSE)
that covers the project.
  Feel free to contact the maintainers if that's a concern.
- [ ] I have updated the license header for each file (see an example
below).

```python
# Copyright (C) 2024 Intel Corporation
#
# SPDX-License-Identifier: MIT
```
wonjuleee added a commit that referenced this pull request Mar 19, 2024
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### Summary

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This PR introduces this capability to make the project better in this
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[documentation](https://github.com/openvinotoolkit/datumaro/tree/develop/docs)
accordingly

### License

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License](https://github.com/openvinotoolkit/datumaro/blob/develop/LICENSE)
that covers the project.
  Feel free to contact the maintainers if that's a concern.
- [ ] I have updated the license header for each file (see an example
below).

```python
# Copyright (C) 2024 Intel Corporation
#
# SPDX-License-Identifier: MIT
```
wonjuleee added a commit that referenced this pull request Mar 20, 2024
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### Summary

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[documentation](https://github.com/openvinotoolkit/datumaro/tree/develop/docs)
accordingly

### License

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License](https://github.com/openvinotoolkit/datumaro/blob/develop/LICENSE)
that covers the project.
  Feel free to contact the maintainers if that's a concern.
- [ ] I have updated the license header for each file (see an example
below).

```python
# Copyright (C) 2024 Intel Corporation
#
# SPDX-License-Identifier: MIT
```
wonjuleee added a commit that referenced this pull request Mar 20, 2024
<!-- Contributing guide:
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-->

### Summary

Datumaro is able to import a dataset from extractor directly as
described in
https://github.com/openvinotoolkit/datumaro/blob/f9366173a0a5ba6fe479703800a2f3a0caf15530/src/datumaro/components/dataset.py#L822
However, in this case, we have to be careful for importing a dataset.
For instance, Yolo extractors, i.e., `YoloLooseBase`,
`YoloUltralyticsBase`, `RoboflowYoloBase`, and `RoboflowYoloObbBase`,
require to have `urls` for specifying subset and all annotation files
accordingly.

In this PR, I have added `DatasetImportError` when importing a Yolo
dataset without `urls`.

<!--
Resolves #111 and #222.
Depends on #1000 (for series of dependent commits).

This PR introduces this capability to make the project better in this
and that.

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- [ ] I have updated the
[documentation](https://github.com/openvinotoolkit/datumaro/tree/develop/docs)
accordingly

### License

- [ ] I submit _my code changes_ under the same [MIT
License](https://github.com/openvinotoolkit/datumaro/blob/develop/LICENSE)
that covers the project.
  Feel free to contact the maintainers if that's a concern.
- [ ] I have updated the license header for each file (see an example
below).

```python
# Copyright (C) 2024 Intel Corporation
#
# SPDX-License-Identifier: MIT
```

---------

Co-authored-by: Vinnam Kim <vinnam.kim@gmail.com>
wonjuleee added a commit that referenced this pull request Mar 26, 2024
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### Summary

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Resolves #111 and #222.
Depends on #1000 (for series of dependent commits).

This PR introduces this capability to make the project better in this
and that.

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- [ ] I have updated the
[documentation](https://github.com/openvinotoolkit/datumaro/tree/develop/docs)
accordingly

### License

- [ ] I submit _my code changes_ under the same [MIT
License](https://github.com/openvinotoolkit/datumaro/blob/develop/LICENSE)
that covers the project.
  Feel free to contact the maintainers if that's a concern.
- [ ] I have updated the license header for each file (see an example
below).

```python
# Copyright (C) 2024 Intel Corporation
#
# SPDX-License-Identifier: MIT
```
@yunchu yunchu modified the milestones: 1.6.0, 2.0.0 Mar 28, 2024
wonjuleee pushed a commit that referenced this pull request Mar 28, 2024
<!-- Contributing guide:
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-->

### Summary

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Depends on #1000 (for series of dependent commits).

This PR introduces this capability to make the project better in this
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- Fixed the problem in [unit test
result](https://github.com/openvinotoolkit/datumaro/actions/runs/8432060705/job/23090495355?pr=1376)
- Fixed `select an annotations` in `Remove` of Transform to show
annotation label not annotation id

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[documentation](https://github.com/openvinotoolkit/datumaro/tree/develop/docs)
accordingly

### License

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License](https://github.com/openvinotoolkit/datumaro/blob/develop/LICENSE)
that covers the project.
  Feel free to contact the maintainers if that's a concern.
- [ ] I have updated the license header for each file (see an example
below).

```python
# Copyright (C) 2024 Intel Corporation
#
# SPDX-License-Identifier: MIT
```
wonjuleee added a commit that referenced this pull request Apr 1, 2024
<!-- Contributing guide:
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-->

### Summary

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[documentation](https://github.com/openvinotoolkit/datumaro/tree/develop/docs)
accordingly

### License

- [ ] I submit _my code changes_ under the same [MIT
License](https://github.com/openvinotoolkit/datumaro/blob/develop/LICENSE)
that covers the project.
  Feel free to contact the maintainers if that's a concern.
- [ ] I have updated the license header for each file (see an example
below).

```python
# Copyright (C) 2024 Intel Corporation
#
# SPDX-License-Identifier: MIT
```
wonjuleee added a commit that referenced this pull request Apr 4, 2024
<!-- Contributing guide:
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-->

### Summary

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accordingly

### License

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License](https://github.com/openvinotoolkit/datumaro/blob/develop/LICENSE)
that covers the project.
  Feel free to contact the maintainers if that's a concern.
- [ ] I have updated the license header for each file (see an example
below).

```python
# Copyright (C) 2024 Intel Corporation
#
# SPDX-License-Identifier: MIT
```
wonjuleee added a commit that referenced this pull request Apr 5, 2024
<!-- Contributing guide:
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-->

### Summary

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Resolves #111 and #222.
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This PR introduces this capability to make the project better in this
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- [ ] I have updated the
[documentation](https://github.com/openvinotoolkit/datumaro/tree/develop/docs)
accordingly

### License

- [ ] I submit _my code changes_ under the same [MIT
License](https://github.com/openvinotoolkit/datumaro/blob/develop/LICENSE)
that covers the project.
  Feel free to contact the maintainers if that's a concern.
- [ ] I have updated the license header for each file (see an example
below).

```python
# Copyright (C) 2024 Intel Corporation
#
# SPDX-License-Identifier: MIT
```

---------

Co-authored-by: sooahleex <sooah.lee@intel.com>
wonjuleee added a commit that referenced this pull request Apr 8, 2024
<!-- Contributing guide:
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-->

### Summary

<!--
Resolves #111 and #222.
Depends on #1000 (for series of dependent commits).

This PR introduces this capability to make the project better in this
and that.

- Added this feature
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### Checklist
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- [ ] I have added unit tests to cover my changes.​
- [ ] I have added integration tests to cover my changes.​
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- [ ] I have updated the
[documentation](https://github.com/openvinotoolkit/datumaro/tree/develop/docs)
accordingly

### License

- [ ] I submit _my code changes_ under the same [MIT
License](https://github.com/openvinotoolkit/datumaro/blob/develop/LICENSE)
that covers the project.
  Feel free to contact the maintainers if that's a concern.
- [ ] I have updated the license header for each file (see an example
below).

```python
# Copyright (C) 2024 Intel Corporation
#
# SPDX-License-Identifier: MIT
```
wonjuleee pushed a commit that referenced this pull request Apr 8, 2024
<!-- Contributing guide:
https://github.com/openvinotoolkit/datumaro/blob/develop/CONTRIBUTING.md
-->

### Summary

<!--
Resolves #111 and #222.
Depends on #1000 (for series of dependent commits).

This PR introduces this capability to make the project better in this
and that.

- Added this feature
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### Checklist
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- [ ] I have added unit tests to cover my changes.​
- [ ] I have added integration tests to cover my changes.​
- [ ] I have added the description of my changes into
[CHANGELOG](https://github.com/openvinotoolkit/datumaro/blob/develop/CHANGELOG.md).​
- [ ] I have updated the
[documentation](https://github.com/openvinotoolkit/datumaro/tree/develop/docs)
accordingly

### License

- [ ] I submit _my code changes_ under the same [MIT
License](https://github.com/openvinotoolkit/datumaro/blob/develop/LICENSE)
that covers the project.
  Feel free to contact the maintainers if that's a concern.
- [ ] I have updated the license header for each file (see an example
below).

```python
# Copyright (C) 2024 Intel Corporation
#
# SPDX-License-Identifier: MIT
```
wonjuleee added a commit that referenced this pull request Apr 15, 2024
<!-- Contributing guide:
https://github.com/openvinotoolkit/datumaro/blob/develop/CONTRIBUTING.md
-->

### Summary

<!--
Resolves #111 and #222.
Depends on #1000 (for series of dependent commits).

This PR introduces this capability to make the project better in this
and that.

- Added this feature
- Removed that feature
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-->

### How to test
<!-- Describe the testing procedure for reviewers, if changes are
not fully covered by unit tests or manual testing can be complicated.
-->

### Checklist
<!-- Put an 'x' in all the boxes that apply -->
- [x] I have added unit tests to cover my changes.​
- [x] I have added integration tests to cover my changes.​
- [x] I have added the description of my changes into
[CHANGELOG](https://github.com/openvinotoolkit/datumaro/blob/develop/CHANGELOG.md).​
- [ ] I have updated the
[documentation](https://github.com/openvinotoolkit/datumaro/tree/develop/docs)
accordingly

### License

- [ ] I submit _my code changes_ under the same [MIT
License](https://github.com/openvinotoolkit/datumaro/blob/develop/LICENSE)
that covers the project.
  Feel free to contact the maintainers if that's a concern.
- [ ] I have updated the license header for each file (see an example
below).

```python
# Copyright (C) 2024 Intel Corporation
#
# SPDX-License-Identifier: MIT
```
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