Pixel Perfect: ESRGAN-powered High-Resolution Image Upscaling Platform

The MLOps-based application is designed to upscale images by a factor of 4 using ESRGAN, a deep learning-based technique for image super-resolution. The application is hosted on Render's web services and is implemented as a Flask-based API. Users can upload their low-resolution images to the API, and the application will use ESRGAN to upscale them to four times their original resolution. The API is optimised for scalability and can simultaneously handle large volumes of image requests. With this application, users can easily enhance the quality of their images and produce high-resolution versions for their various use cases.