| MIT License | |
| Copyright (c) 2024 TechMatrix Solvers | |
| Shri Ram Group of Institutions | |
| Team Members: | |
| - Abhay Gupta (Team Lead) | |
| - Kripanshu Gupta (Backend Developer) | |
| - Dipanshu Patel (UI/UX Designer) | |
| - Bhumika Patel (Deployment & Female Presenter) | |
| Permission is hereby granted, free of charge, to any person obtaining a copy | |
| of this software and associated documentation files (the "Software"), to deal | |
| in the Software without restriction, including without limitation the rights | |
| to use, copy, modify, merge, publish, distribute, sublicense, and/or sell | |
| copies of the Software, and to permit persons to whom the Software is | |
| furnished to do so, subject to the following conditions: | |
| The above copyright notice and this permission notice shall be included in all | |
| copies or substantial portions of the Software. | |
| THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR | |
| IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, | |
| FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE | |
| AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER | |
| LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, | |
| OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE | |
| SOFTWARE. | |
| ## Acknowledgments | |
| This project is based on Indian Sign Language (ISL) translation using deep learning | |
| techniques including OpenPose body/hand detection and LSTM networks. The project | |
| uses the INCLUDE dataset for training and evaluation. | |
| ## Attribution | |
| While this is an original implementation by TechMatrix Solvers, the underlying | |
| concepts and methodologies are based on established computer vision and machine | |
| learning research in sign language recognition. |