How to Create your own Sign Language Translation App by extending SigNN

This is an example of the ASL alphabet translated, done by the SigNN project

Prerequisites

Knowledge Prerequisites

Software Prerequisites

Before We Start

Data Collection

Static vs Dynamic

Static Data Collection

Dynamic Data Collection

Let’s Recap

A diagram which summarizes all the folders and scripts used in the project
A Summary of this whole article in one diagram

Json Creation

Static Json Creation

Dynamic Json Creation

Json Creation Tips

Let’s Recap 2

A diagram which summarizes all the folders and scripts used in the project

Json Formation

Creating the Neural Network (.tflite)

Z-Scores

Training The Neural Network

Implementing The Neural Network

Static Implementation

Dynamic Implementation

Conclusion And Modifications

General Modifications

Static Modifications

Dynamic Modifications

After Completion

References

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