# Lipreading-PyTorch

**Repository Path**: bruno_bai/Lipreading-PyTorch

## Basic Information

- **Project Name**: Lipreading-PyTorch
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: BSD-3-Clause
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2020-11-27
- **Last Updated**: 2024-06-24

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# Lipreading With Machine Learning In PyTorch
A PyTorch implementation of the models described in [Combining Residual Networks with LSTMs for Lipreading]  by T. Stafylakis and G. Tzimiropoulos. Adapted from the [Torch7 code].

## Usage
 - Install [Python 3].
 - Clone the repository.
 - Run `pip3 install -r requirements.txt` to install project dependencies.
 - to use, run  `python3 main.py`.

## Dependencies
 - [Python 3] to run the program
 - [PyTorch] for tensors, network definition and backprop
 - [ImageIO] to load video clips
 - [NumPy] to visualize individual layers

   [Combining Residual Networks with LSTMs for Lipreading]: <https://arxiv.org/pdf/1703.04105.pdf>
   [Torch7 code]: <https://github.com/tstafylakis/Lipreading-ResNet>
   [Python 3]: <https://www.python.org/downloads/>
   [PyTorch]: <http://pytorch.org/>
   [ImageIO]: <https://imageio.github.io/>
   [NumPy]: <http://www.numpy.org/>