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66 changes: 56 additions & 10 deletions LipNet.ipynb

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25 changes: 25 additions & 0 deletions README.md
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# LipNet - Lipreading System with Automatic Lip ROI Extraction

This repository is a fork of the **LipNet** implementation by [**Nicholas Renotte**](https://github.com/nicknochnack).
[Watch his tutorial on YouTube](https://www.youtube.com/watch?v=uKyojQjbx4c&t=1453s)

## Added features

1. **Automatic Face Tracking**:
- Utilizes **dlib's facial landmark detector** to locate and track faces in video frames.


2. **ROI Extraction for Lips**:
- Extracts a dynamic Region of Interest (ROI) around the lips from the detected facial landmarks.

3. **Tracked Videos Caching**
- Extracted ROIs are cached to avoid reruning dlib tracking during data loading.

## Example of calculated landmarks and ROI

![Tracked Image](images/landmarks_ROI_extraction_example.jpg) (http://spandh.dcs.shef.ac.uk/gridcorpus)





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