Android application for sign language recognition
We propose a solution to the communication barrier of deaf and dumb community with society, so our idea is about developing an android application that determines the gestures and will convert that gestures into text and vice versa . The application will be based on recognizing existing gestures fro
Project Title
Android application for sign language recognition
Project Area of Specialization
Project Summary
We propose a solution to the communication barrier of deaf and dumb community with society, so our idea is about developing an android application that determines the gestures and will convert that gestures into text and vice versa . The application will be based on recognizing existing gestures from the dataset using image processing and machine learning algorithms.
Project Objectives
- Develop a model for sign language recognition.
- Develop an android application that will be able to translate sign language to text and vice versa.
- Make a user-friendly environment for the user by providing text output for a sign gesture input or a sign language output for a text input.
Project Implementation Method
- Keypoints detection
- Extract keypoint values
- Collect keypoint values for training and testing
- Preprocess data and create labels and features
- Build and train LSTM Neural network
- Make predictions
- App designing
- Deploy model
Benefits of the Project
Deaf and Mute people use hand gesture sign language to communicate, hence normal people face problems in recognizing their language by signs made. Hence there is a need for systems that recognize the different signs and conveys the information to normal people so our project will help the hearing impaired people to communicate with the normal people.
Technical Details of Final Deliverable
- It allows the disable people to communicate with normal people without any interpreter.
- It allows the disable person to give input in the form of signs and our android app will convert it into text and vice versa.
Final Deliverable of the Project
Core Industry
Other Industries
Core Technology
Other Technologies
Sustainable Development Goals
Required Resources
| Item Name | Type | No. of Units | Per Unit Cost (in Rs) | Total (in Rs) |
|---|---|---|---|---|
| Firebase cloud storage | Miscellaneous | 15 | 400 | 6000 |
| Machine learning services | Miscellaneous | 10 | 400 | 4000 |
| Xbox 360 Kinect | Equipment | 1 | 20000 | 20000 |
| Total in (Rs) | 30000 |
If you need this project, please contact me on contact@adikhanofficial.com
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