This project aims to to detect faces and show indicators if the face is smiling or not.
- Run the application directly, open the .exe file
- Or can run it via terminal, run the python script
app.py
- Used Haarcascade features to detect smile and face
- Tkinter is used to build the GUI as it is simple and light
- App may fail to recognize the smile sometimes if the angle and lighting is bad, can use deep learning to improve the results
- If it's being deployed on many edge devices it doesn't require backend processing, the .exe can be installed directly on each device
- We can also deploy it on a cloud platform and we can use auto scaling features like Kubernetes to manage it