Navaneeth-Sharma / Emojify

Emojify the Emotions

Emojify

Emojify is a project built for purpose of learning computer vision and opencv tools. Basically it gives masks a filter based on the emotion of the user. The tech stack involves following

• Pytorch (for building model)
• dlib (for face detection)
• Open CV (almost entire project)
• And basic packages like Pandas, Numpy, Matplotlib, and PIL

Small Demo

emojify.mp4

How to Run use this ?

1. Clone the project

   git clone https://github.com/Navaneeth-Sharma/Emojify/

2. Move to Emojify directory

3. Download the requirements

   pip install -r requirements.txt

4. For training

   • Generate Data using following commands

     cd src/data
     ./generate_data.sh
     cv ..

   • Train the model

     python train.py

5. For Running the system

   • Download the pretrained models (edit the model.pth for not downlading the emotion recognition model)

     cd src/models
     ./download_models.sh
     cd ..

   • Run the main python file

     python main.py

The Block Diagram of Model for Emotion Recognition