The customer was looking to build an AI based application to track and avoid repeat exams from the same students.
Following were the requirements from the customer
Support multiple image [JPEG, JPG, PNG] format when uploading
This feature was developed by the Variance AI team to compress images using various algorithms without lossing the image quality.
The following technique has been used to compress images.
Python, OpenCV, Scikit-Image, Albumentations, FastAPI, MongoDB