fid-metrics

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A toolkit for computing Fréchet Inception Distance (FID) & Fréchet Video Distance (FVD) metrics.

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# FID/FVD Metrics

This repository provides a toolkit for computing Fréchet Inception Distance (FID) and Fréchet Video Distance (FVD) metrics, widely utilized for assessing the quality of generative models in the fields of image and video generation.

## Installation

```bash
    pip install -r requirements.txt
    ```

## Usage

In the absence of setting up the package, users can currently utilize it by the following as a temporal fix.

0. **Setup**

```shell
    export PYTHONPATH=`pwd`:$PYTHONPATH
    ```

1. **Calculating FID/FVD**

```shell
    python fid_metrics/main.py paths=[path1,path2]
    ```

`path1`, `path2` can either be images, videos, folders of images or pathnames of the aforementioned that match the pattern of `glob`.

## Acknowledgements

The code in this repository is based on [pytorch-fid](https://github.com/mseitzer/pytorch-fid) and [fvd-comparison](https://github.com/universome/fvd-comparison).

## License

Released under the [MIT](LICENSE) License.

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