Owlullaby/Fingbers

Fingbers - From fingers to numbers.

Fingbers - From fingers to numbers.

A machine learning based web app developed as an instructional tool for teaching and learning finger counting using Concrete-Representational-Abstract approach. ✋💻

How to use?

Show your fingers at the webcam to get the number and its relative value. (0 to 10)

What is needed?

Install before running Fingbers.

$pip install -r requirements.txt

Run Fingbers in localhost

Open fingbers.py located directory, then run in cmd

$python fingbers.py

Navigate to localhost:5000 on your browser to test out the Fingbers web app.

Made possible with

• Handtrack.js - For hand detection in the browser
• Tensorflow Object Detection API - For gesture classification on the server

Authors

• Alex Wong - Initial work - Owlullaby

License

This project is licensed under the MIT License.

Acknowledgments

• This is a development project done along with the completion of project paper "FINGBERS: THE MACHINE LEARNING BASED WEB APP FOR TEACHING FINGER COUNTING USING CRA APPROACH".