Sign Language Dataset Viewer Application

Welcome to the Sign Language (SL) Dataset Viewer Application! This project aims to provide a organised way to view Sign Language datasets, enabling users to analyse SL datasets easily. This README file will guide you through the features, installation and usage for the application.

Table of Contents

• Features
• Installation
• Usage
• License

Features

• Video Demonstrations: View video demonstrations of each sign with train, test and validation split for better dataset analysis.
• Search Functionality: Quickly find specific signs using the search feature which allows prefix search also.
• Speed and Frame Check: See sign videos in different speed and have feature to check frame by frame.
• User-Friendly Interface: Simple and intuitive interface for ease of use.

Installation

To run the SL Dataset Viewer Application locally, follow these steps:

1. Clone the Repository:

   git clone https://github.com/suvajit-patra/sl-dataset-viewer.git
   cd sl-dataset-viewer

2. Install Dependencies: Make sure you have tkinter installed with the following libraries installed:

   opencv-python==4.6.0.66
   imageio==2.22.2
   customtkinter==4.6.3
   

3. Download Data: Download any sign language dataset from their corresponding sources.

4. Generate Metadata: Go to this repository and run the metadata generator or make your own script to make the metadata similar to the example metadata where video_dir is the relative path of the video from the dataset root.

5. Start the Application:

   python data_viewer.py
   

Usage

Once the application is running, you can:

• Search for Signs: Use the search box to find signs for specific words.
• Watch Videos: Click on words and click on any dataset video to watch video of the signs.
• Analyse: Use the application as an analysis tool to ease your research work in any Sign Language dataset.

License

This project is licensed under the MIT License. See the LICENSE file for details.

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Thank you for using this repository. For any questions or support, please open an issue in this repository.

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