The problem CYCLOPS solves

Real-time Face Recognition based Surveillance System uses MS-FACE API for face recognition based identification. It identifies the unknown persons that are not registered and stores their images in a folder named unknown with the current date and time. So it can be used for surveillance for security purposes as we can view all the unknown persons (besides staff) that visited a particular place on the given date and time-interval. It consists of two apps registrar and protector
where the registrar app is used to register new users and the protector is used for surveillance.

Challenges we ran into

Configuration of Cloudinary API.
User Creation and detection were hard to initialize and store.
Faced issues with image upload due to parsing issues.
Increasing accuracy of model for multiple persons.