Giter Site home page Giter Site logo

sign_lingo's Introduction

Sign Lingo

A hand gesture & Sign Language Detection Project, based on Computer Vision. Action Recognition using MediaPipe Holistic, OpenCV and an LSTM Deep Learning model.

Here, this model is trained manually for three actions:

  1. "Hello"
  2. "Thanks"
  3. "I Love You"

Trained on cpu, here are the following insights from tensorboard while training

Training Insights

Categorical Accuracy : sign_lingo_tensorB-Accuracy

Loss : sign_lingo_tensorB-Loss

Accuracy :

  • Test data : 1
  • Training data : 0.9294117647058824

sign_lingo's People

Contributors

kaustuv-d avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.