Streamlit Custom Applications

In this project we have implemented web app using https://streamlit.io/, its a fast way to build GUI of any application.

Features

• Upload Image
• Upload Video
• Webcam Face Detection
• Background Removal

Deployment

Use python 3.8.15 version. Create virtual environment using anaconda. Conda version (4.12.0).

Create Virtual Environment:

  conda create --name py38 python==3.8
  conda activate py38
  pip install -r requirements.txt

Requirements:

  pip install streamlit-webrtc
  pip install streamlit
  pip install opencv-python
  pip install numpy
  pip install rembg
  pip install -r requirements.txt

How to Run:

streamlit run app.py

OR

python streamlitWrapper.py

I have created subprocess method (streamlitWrapper) to direct run the streamlit program without using "streamlit run app.py". direct use python streamlitWrapper.py

Results

Remove Background

Face Detection in Webcam