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AhmedMaherAli/Sign-Language-Digits-Detection-Using-DNN

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Sign-Language-Digits-Detection

To run this proect:

-You need to instal keras and sk-learn, running it on google colab is preferable.

Description

-In this project i use Dence Neural Network to make the detection process,
-I made 4 models and after each one calculate the acuracy to see which model works better.
-The first two i uses the images data set as gray images one of them runs on 3 layers and the other runs on 6 layers.
-The other two i uses the images as RGB one model with 3 layers and the other runs on 6 layers.

links for the project on colab

-RGB Dataset => https://drive.google.com/open?id=1X1K6PvZDFweQ-OHdFBA3-iqGKjdIHRpV
-Gray Dataset => https://drive.google.com/open?id=1LtoW-xJs6eXr6TBUmOscyNgr3PnI7-h1

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