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### Motivation and context
Causes issues on Chrome in Cypress context starting from v115

### How has this been tested?
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- [x] I have increased versions of npm packages if it is necessary

([cvat-canvas](https://github.com/opencv/cvat/tree/develop/cvat-canvas#versioning),

[cvat-core](https://github.com/opencv/cvat/tree/develop/cvat-core#versioning),

[cvat-data](https://github.com/opencv/cvat/tree/develop/cvat-data#versioning)
and

[cvat-ui](https://github.com/opencv/cvat/tree/develop/cvat-ui#versioning))

### License

- [x] I submit _my code changes_ under the same [MIT License](
https://github.com/opencv/cvat/blob/develop/LICENSE) that covers the
project.
  Feel free to contact the maintainers if that's a concern.

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- [ ] I have updated the documentation accordingly
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- [ ] I have increased versions of npm packages if it is necessary

([cvat-canvas](https://github.com/opencv/cvat/tree/develop/cvat-canvas#versioning),

[cvat-core](https://github.com/opencv/cvat/tree/develop/cvat-core#versioning),

[cvat-data](https://github.com/opencv/cvat/tree/develop/cvat-data#versioning)
and

[cvat-ui](https://github.com/opencv/cvat/tree/develop/cvat-ui#versioning))

### License

- [x] I submit _my code changes_ under the same [MIT License](
https://github.com/opencv/cvat/blob/develop/LICENSE) that covers the
project.
  Feel free to contact the maintainers if that's a concern.

---------

Co-authored-by: Boris Sekachev <boris.sekachev@yandex.ru>
Co-authored-by: Nikita Manovich <nikita@cvat.ai>

There are several problems with how progress reporting is handled in the
SDK, both on the interface and implementation level:

* The user is supposed to know, for a given function, which units it
will report progress in. This is unnecessary coupling and prevents us
from switching to different units, or to have several progress bars
using different units.

* To create a TqdmProgressReporter, you have to create a tqdm instance,
which immediately draws a progress bar. This works poorly if the
function prints any log messages before the progress actually starts.

* There's no easy way to automatically call `finish` on a progress bar,
so some functions don't (for example, `Downloader.download_file`). This
can cause unexpected output, since tqdm will refresh the progress bar in
a background thread (possibly after we've already printed something
else).

* `iter` is basically broken, because it divides by `period`, which is 0
in all current implementations.

* Even ignoring that, it's hard to use correctly, because you need to
manually call `finish` in case of an exception.

* `split` is not implemented and not used.

* `StreamWithProgress.seek` assumes that the progress bar is at 0 at the
start, and so does `ProgressReporter.iter`. The former also works
incorrectly if the second argument is not `SEEK_SET`.

Fix these problems by doing the following:

* Add a new `start2` method which accepts more parameters. The
default implementation calls `start`, so that if a user has implemented
the original interface, it'll keep working.

* Add a `DeferredTqdmProgressReporter` that accepts tqdm parameters instead of
a tqdm instance, and only creates an instance after `start2` is called.
Use it where `TqdmProgressReporter` was used before. The old
`TqdmProgressReporter` is kept for compatibility, but it doesn't support
any `start2` arguments other than those supported by the original
`start`.

* Add a `task` context manager, which automatically calls `start2` and
`finish`. Use it everywhere instead of explicit `start`/`finish` calls.
Remove `start`/`finish` calls from `StreamWithProgress` and `iter`.

* Implement basic assertions to ensure that `start2` and `finish` are
used correctly.

* Remove `period` and `split`.

* Rewrite `StreamWithProgress.seek` and `ProgressReporter.iter` to use
relative progress reports.

These changes should be backwards compatible for users who pass
predefined or custom progress reporters into SDK functions. They are not
backwards compatible for users who try to use progress reporters
directly (e.g. calling `start`/`finish`). I don't consider that a
significant issue, since the purpose of the `ProgressReporter` interface
is for the user to get progress information from the SDK, not for them
to use it in their own code.

Originally developed for #6483.

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### Motivation and context
* drawImage is about x10+ times faster than putImageDate
* unified interface on cvat-core
* yes, there is still some time necessary to convert ImageData to
ImageBitmap

Before:
<img width="302" alt="image"
src="https://github.com/opencv/cvat/assets/40690378/8f59f24d-7f3e-4428-8412-f11440247d6e">

After:
<img width="282" alt="image"
src="https://github.com/opencv/cvat/assets/40690378/f5021278-d14b-42c9-8e39-1f7b6122a16c">

### How has this been tested?
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- [x] I submit my changes into the `develop` branch
- [ ] I have added a description of my changes into the
[CHANGELOG](https://github.com/opencv/cvat/blob/develop/CHANGELOG.md)
file
- [ ] I have updated the documentation accordingly
- [ ] I have added tests to cover my changes
- [ ] I have linked related issues (see [GitHub docs](

https://help.github.com/en/github/managing-your-work-on-github/linking-a-pull-request-to-an-issue#linking-a-pull-request-to-an-issue-using-a-keyword))
- [x] I have increased versions of npm packages if it is necessary

([cvat-canvas](https://github.com/opencv/cvat/tree/develop/cvat-canvas#versioning),

[cvat-core](https://github.com/opencv/cvat/tree/develop/cvat-core#versioning),

[cvat-data](https://github.com/opencv/cvat/tree/develop/cvat-data#versioning)
and

[cvat-ui](https://github.com/opencv/cvat/tree/develop/cvat-ui#versioning))

### License

- [x] I submit _my code changes_ under the same [MIT License](
https://github.com/opencv/cvat/blob/develop/LICENSE) that covers the
project.
  Feel free to contact the maintainers if that's a concern.

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### Motivation and context
Current default assets limitations are too strict

### How has this been tested?
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- [x] I have added a description of my changes into the
[CHANGELOG](https://github.com/opencv/cvat/blob/develop/CHANGELOG.md)
file
- [ ] I have updated the documentation accordingly
- [ ] I have added tests to cover my changes
- [ ] I have linked related issues (see [GitHub docs](

https://help.github.com/en/github/managing-your-work-on-github/linking-a-pull-request-to-an-issue#linking-a-pull-request-to-an-issue-using-a-keyword))
- [ ] I have increased versions of npm packages if it is necessary

([cvat-canvas](https://github.com/opencv/cvat/tree/develop/cvat-canvas#versioning),

[cvat-core](https://github.com/opencv/cvat/tree/develop/cvat-core#versioning),

[cvat-data](https://github.com/opencv/cvat/tree/develop/cvat-data#versioning)
and

[cvat-ui](https://github.com/opencv/cvat/tree/develop/cvat-ui#versioning))

### License

- [x] I submit _my code changes_ under the same [MIT License](
https://github.com/opencv/cvat/blob/develop/LICENSE) that covers the
project.
  Feel free to contact the maintainers if that's a concern.

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### Motivation and context
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- [ ] I have added a description of my changes into the
[CHANGELOG](https://github.com/opencv/cvat/blob/develop/CHANGELOG.md)
file
- [ ] I have updated the documentation accordingly
- [ ] I have added tests to cover my changes
- [ ] I have linked related issues (see [GitHub docs](

https://help.github.com/en/github/managing-your-work-on-github/linking-a-pull-request-to-an-issue#linking-a-pull-request-to-an-issue-using-a-keyword))
- [ ] I have increased versions of npm packages if it is necessary

([cvat-canvas](https://github.com/opencv/cvat/tree/develop/cvat-canvas#versioning),

[cvat-core](https://github.com/opencv/cvat/tree/develop/cvat-core#versioning),

[cvat-data](https://github.com/opencv/cvat/tree/develop/cvat-data#versioning)
and

[cvat-ui](https://github.com/opencv/cvat/tree/develop/cvat-ui#versioning))

### License

- [ ] I submit _my code changes_ under the same [MIT License](
https://github.com/opencv/cvat/blob/develop/LICENSE) that covers the
project.
  Feel free to contact the maintainers if that's a concern.

Use pipx (preinstalled on GitHub-hosted runners), which takes care of
virtual environments for us. Remove the apt-get commands; we don't
actually need the packages that they're installing.

When I integrated pip-compile, I neglected to notice that in the
generated `*.txt` files the --no-binary=av option is on its own line,
and therefore is stripped away by the sed command.

Hardcode this option in the Dockerfile to make sure we build PyAV from
source. Also, add a workaround for the fact that PyAV is incompatible
with the recently-released Cython 3.

Introduce a `cvat-sdk auto-annotate` command that downloads data for a task,
then runs a function on the local computer on that data, and uploads
resulting annotations back to the task.

To support this functionality, add a new SDK module,
`cvat_sdk.auto_annotation`, that contains an interface that the
functions must follow, and a driver that applies a function to a task.

This will let users easily annotate their tasks with custom DL models.

For some reason, the YOLOv7 function uses `ultralytics/yolov5` as the
base image, despite not depending on YOLOv5 in any way. Replace it with
generic base images.

Documentation for #6483.

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### Motivation and context
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- [ ] I have added a description of my changes into the
[CHANGELOG](https://github.com/opencv/cvat/blob/develop/CHANGELOG.md)
file
- [ ] I have updated the documentation accordingly
- [ ] I have added tests to cover my changes
- [ ] I have linked related issues (see [GitHub docs](

https://help.github.com/en/github/managing-your-work-on-github/linking-a-pull-request-to-an-issue#linking-a-pull-request-to-an-issue-using-a-keyword))
- [ ] I have increased versions of npm packages if it is necessary

([cvat-canvas](https://github.com/opencv/cvat/tree/develop/cvat-canvas#versioning),

[cvat-core](https://github.com/opencv/cvat/tree/develop/cvat-core#versioning),

[cvat-data](https://github.com/opencv/cvat/tree/develop/cvat-data#versioning)
and

[cvat-ui](https://github.com/opencv/cvat/tree/develop/cvat-ui#versioning))

### License

- [ ] I submit _my code changes_ under the same [MIT License](
https://github.com/opencv/cvat/blob/develop/LICENSE) that covers the
project.
  Feel free to contact the maintainers if that's a concern.

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<!-- Provide a general summary of your changes in the Title above -->

### Motivation and context
Need to hide somehow proprietary code.
If ``SOURCE_MAPS_TOKEN`` env token is specified during building cvat-ui
module, it will hide the source maps as
``${SOURCE_MAPS_TOKEN}/assets/<name>.map``.
Since this token is hidden, the code is not available for anyone. 

### How has this been tested?
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- [ ] I have added a description of my changes into the
[CHANGELOG](https://github.com/opencv/cvat/blob/develop/CHANGELOG.md)
file
- [ ] I have updated the documentation accordingly
- [ ] I have added tests to cover my changes
- [ ] I have linked related issues (see [GitHub docs](

https://help.github.com/en/github/managing-your-work-on-github/linking-a-pull-request-to-an-issue#linking-a-pull-request-to-an-issue-using-a-keyword))
- [ ] I have increased versions of npm packages if it is necessary

([cvat-canvas](https://github.com/opencv/cvat/tree/develop/cvat-canvas#versioning),

[cvat-core](https://github.com/opencv/cvat/tree/develop/cvat-core#versioning),

[cvat-data](https://github.com/opencv/cvat/tree/develop/cvat-data#versioning)
and

[cvat-ui](https://github.com/opencv/cvat/tree/develop/cvat-ui#versioning))

### License

- [x] I submit _my code changes_ under the same [MIT License](
https://github.com/opencv/cvat/blob/develop/LICENSE) that covers the
project.
  Feel free to contact the maintainers if that's a concern.

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- [x] I have added a description of my changes into the
[CHANGELOG](https://github.com/opencv/cvat/blob/develop/CHANGELOG.md)
file
- [ ] I have updated the documentation accordingly
- [ ] I have added tests to cover my changes
- [ ] I have linked related issues (see [GitHub docs](

https://help.github.com/en/github/managing-your-work-on-github/linking-a-pull-request-to-an-issue#linking-a-pull-request-to-an-issue-using-a-keyword))
- [x] I have increased versions of npm packages if it is necessary

([cvat-canvas](https://github.com/opencv/cvat/tree/develop/cvat-canvas#versioning),

[cvat-core](https://github.com/opencv/cvat/tree/develop/cvat-core#versioning),

[cvat-data](https://github.com/opencv/cvat/tree/develop/cvat-data#versioning)
and

[cvat-ui](https://github.com/opencv/cvat/tree/develop/cvat-ui#versioning))

### License

- [x] I submit _my code changes_ under the same [MIT License](
https://github.com/opencv/cvat/blob/develop/LICENSE) that covers the
project.
  Feel free to contact the maintainers if that's a concern.

Due to YOLOv5's recent license change to the AGPL
(<ultralytics/yolov5#11359>) it is no longer
acceptable to use it in the project as a matter of policy.

Fixed the filename for the label map file in CamVid format from 'labelmap.txt' to 'label_colors.txt'

Drop python 3.7 support due to eol

…6632)

Ultralytics is licensed under the AGPL, which is incompatible with our
MIT license.

As a replacement, I will soon add a torchvision-based function.

Repair develop branch history

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Depends on #6585

### Motivation and context
Resolved #8

Decoded range is red:
<img width="537" alt="image"
src="https://github.com/opencv/cvat/assets/40690378/686c4016-ef09-4ec9-8815-2c88f820f2d6">

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- [x] I have added a description of my changes into the
[CHANGELOG](https://github.com/opencv/cvat/blob/develop/CHANGELOG.md)
file
- [ ] I have updated the documentation accordingly
- [ ] I have added tests to cover my changes
- [ ] I have linked related issues (see [GitHub docs](

https://help.github.com/en/github/managing-your-work-on-github/linking-a-pull-request-to-an-issue#linking-a-pull-request-to-an-issue-using-a-keyword))
- [x] I have increased versions of npm packages if it is necessary

([cvat-canvas](https://github.com/opencv/cvat/tree/develop/cvat-canvas#versioning),

[cvat-core](https://github.com/opencv/cvat/tree/develop/cvat-core#versioning),

[cvat-data](https://github.com/opencv/cvat/tree/develop/cvat-data#versioning)
and

[cvat-ui](https://github.com/opencv/cvat/tree/develop/cvat-ui#versioning))

### License

- [x] I submit _my code changes_ under the same [MIT License](
https://github.com/opencv/cvat/blob/develop/LICENSE) that covers the
project.
  Feel free to contact the maintainers if that's a concern.

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[cvat-data](https://github.com/opencv/cvat/tree/develop/cvat-data#versioning)
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[cvat-ui](https://github.com/opencv/cvat/tree/develop/cvat-ui#versioning))

### License

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Co-authored-by: snyk-bot <snyk-bot@snyk.io>

Co-authored-by: snyk-bot <snyk-bot@snyk.io>

These serve as a replacement for YOLOv8n that was removed in #6632.

To support these functions, I also add an ability to define
parameterized functions for use with the CLI.