Xmoji--

Xmoji

Expression to Emoji

About the Project

The main idea is to capture the human face through live web proctoring and recognize the facial expressions stimulated in the face and describe the age, gender and create and display an emoji according to the expression.

• Face Detection
• Expression Evaluation
• Gender Recognition
• Age Detection

Built With

• pandas
• pickleshare
• numpy
• tensorflow
• flask
• cnn
• keras
• open-cv
• smptlib
• sql

Description of Project

• In Xmoji(expression to emoji) project we use convolutional neural networks to detect the image and generate the suitable emoji of the human being captured through live web cam feed.
• Using OpenCV library we capture the human face through live feed/also we can upload an existing image and then the model generates an emoji according to the expression shown by the human-face or in a picture.
• We also derive the age, gender attributes of the human being captured through the live cam.

Getting Started

To get a local copy up and running follow these simple steps.

Prerequisites

This is an example of how to list the packages that you need to run this project.

cd Xmoji--
cat requirements.txt

Installation

1. Clone the repo

   git clone https://github.com/YaswanthKota/Xmoji--.git

2. Install required packages

   $ pip install -r requirements.txt

Usage

1. Train the Model

   $ cd Xmoji--
   $ python3 train.py

2. Run the Model

   $ python3 main.py

For more examples, please refer to the Documentation