| ## Table of Contents |
|
|
| - [Installation](#installation) |
| - [Usage](#usage) |
| - [Testing](#testing) |
| - [Design](#design-and-code-structure) |
|
|
| ## Installation |
|
|
| ### Prerequisites |
|
|
| - Python (3.5+) |
|
|
| ``` bash |
| git clone https://github.com/openvinotoolkit/datumaro |
| ``` |
|
|
| Optionally, install a virtual environment (recommended): |
|
|
| ``` bash |
| python -m pip install virtualenv |
| python -m virtualenv venv |
| . venv/bin/activate |
| ``` |
|
|
| Then install all dependencies: |
|
|
| ``` bash |
| while read -r p; do pip install $p; done < requirements.txt |
| ``` |
|
|
| If you're working inside of a CVAT environment: |
| ``` bash |
| . .env/bin/activate |
| while read -r p; do pip install $p; done < datumaro/requirements.txt |
| ``` |
|
|
| Install Datumaro: |
| ``` bash |
| pip install -e /path/to/the/cloned/repo/ |
| ``` |
|
|
| **Optional dependencies** |
|
|
| These components are only required for plugins and not installed by default: |
|
|
| - OpenVINO |
| - Accuracy Checker |
| - TensorFlow |
| - PyTorch |
| - MxNet |
| - Caffe |
|
|
| ## Usage |
|
|
| ``` bash |
| datum --help |
| python -m datumaro --help |
| python datumaro/ --help |
| python datum.py --help |
| ``` |
|
|
| ``` python |
| import datumaro |
| ``` |
|
|
| ## Testing |
|
|
| It is expected that all Datumaro functionality is covered and checked by |
| unit tests. Tests are placed in `tests/` directory. |
|
|
| To run tests use: |
|
|
| ``` bash |
| python -m unittest discover -s tests |
| ``` |
|
|
| If you're working inside of a CVAT environment, you can also use: |
|
|
| ``` bash |
| python manage.py test datumaro/ |
| ``` |
|
|
| ## Design and code structure |
|
|
| - [Design document](docs/design.md) |
| - [Developer guide](docs/developer_guide.md) |
|
|
| ## Code style |
|
|
| Try to be readable and consistent with the existing codebase. |
| The project mostly follows PEP8 with little differences. |
| Continuation lines have a standard indentation step by default, |
| or any other, if it improves readability. For long conditionals use 2 steps. |
| No trailing whitespaces, 80 characters per line. |
|
|
| ## Environment |
|
|
| The recommended editor is VS Code with the Python plugin. |