Metadata-Version: 2.1
Name: iglovikov-helper-functions
Version: 0.0.27
Summary: Unstructured set of the helper functions.
Home-page: https://github.com/ternaus/iglovikov_helper_functions
Author: Vladimir Iglovikov
License: MIT
Platform: UNKNOWN
Classifier: License :: OSI Approved :: MIT License
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Science/Research
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python
Classifier: Programming Language :: Python :: 3
Classifier: Topic :: Software Development :: Libraries
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Description-Content-Type: text/markdown
Requires-Dist: addict
Requires-Dist: black (==19.10b0)
Requires-Dist: catalyst
Requires-Dist: flake8
Requires-Dist: hypothesis
Requires-Dist: imagecorruptions
Requires-Dist: isort
Requires-Dist: joblib
Requires-Dist: jpeg4py
Requires-Dist: mmcv
Requires-Dist: numpy
Requires-Dist: opencv-python
Requires-Dist: pandas
Requires-Dist: Pillow
Requires-Dist: pytest
Requires-Dist: scikit-image
Requires-Dist: scikit-learn
Requires-Dist: scipy
Requires-Dist: torch
Requires-Dist: torchvision
Requires-Dist: tqdm
Provides-Extra: test
Requires-Dist: pytest ; extra == 'test'

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# An unstructured set of helper functions.

## Installation

`pip install -U iglovikov_helper_functions`

`pip install git+https://github.com/ternaus/iglovikov_helper_functions`


## OpenImages 2019 Challenge:

To map data from OpenImages to mmdetection:

```bash
python -m iglovikov_helper_functions.src.data_processing.open_images.instance2coco \
-a <path to annotation csv file> \
-i <path to train images> \
-m <path to train masks> \
-c <path to csv file with class description> \
-o train.pkl
```

## Cityscapes

To map the data to the standard format follow [How to map Cityscapes](data_processing/cityscapes/README.md)

## To create corrupted dataset following [Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming](https://arxiv.org/abs/1907.07484)

[Readme](iglovikov_helper_functions/data_parsing/corrupt_dataset/README.md)


