English

Sign Language Detection

Computer Vision and Pattern Recognition 2022-09-09 v1

Abstract

With the advancements in Computer vision techniques the need to classify images based on its features have become a huge task and necessity. In this project we proposed 2 models i.e. feature extraction and classification using ORB and SVM and the second is using CNN architecture. The end result of the project is to understand the concept behind feature extraction and image classification. The trained CNN model will also be used to convert it to tflite format for Android Development.

Keywords

Cite

@article{arxiv.2209.03578,
  title  = {Sign Language Detection},
  author = {Shubham Deshmukh and Favin Fernandes and Amey Chavan},
  journal= {arXiv preprint arXiv:2209.03578},
  year   = {2022}
}

Comments

8 pages, 10 figures

R2 v1 2026-06-28T00:55:51.728Z