---
tags:
- facial-expression-recognition
- emotion-recognition
license: apache-2.0
---

# Facetorch Model

This model is part of the [Facetorch](https://github.com/tomas-gajarsky/facetorch) library, a Python toolkit for facial detection and analysis using PyTorch.

Source:
* code: [face-emotion-recognition](https://github.com/HSE-asavchenko/face-emotion-recognition)
* paper: [Savchenko - Facial expression and attributes recognition based on multi-task learning of lightweight neural networks](https://ieeexplore.ieee.org/abstract/document/9582508)
* B0 [![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/facial-expression-and-attributes-recognition/facial-expression-recognition-on-affectnet)](https://paperswithcode.com/sota/facial-expression-recognition-on-affectnet?p=facial-expression-and-attributes-recognition)
* B0 [![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/facial-expression-and-attributes-recognition/facial-expression-recognition-on-acted-facial)](https://paperswithcode.com/sota/facial-expression-recognition-on-acted-facial?p=facial-expression-and-attributes-recognition)


## Usage

This model is designed to be used with the Facetorch library. For usage instructions, please refer to the [Facetorch documentation](https://tomas-gajarsky.github.io/facetorch/facetorch/index.html).

## Citation

If you use this model in your work, please make sure to appropriately credit the original authors. You may also consider citing the Facetorch library itself:

```
@misc{facetorch,
    author = {Gajarsky, Tomas},
    title = {Facetorch: A Python Library for Analyzing Faces Using PyTorch},
    year = {2024},
    publisher = {GitHub},
    journal = {GitHub Repository},
    howpublished = {\url{https://github.com/tomas-gajarsky/facetorch}}
}
```