No-Reference Image Quality Assessment (Mobit practical test)
This is my practical test for Data Scientist role at Mobit Brasil LTDA.
Author: Otávio A. M. Guerra
Steps to setup and execute the test application
-
Clone this repository.
-
Install docker.
-
Build the project:
docker-compose build
- Run:
docker-compose run
-
Open any web browser and access
localhost:8501
to use the UI to test the application. -
[Optional]: Go to
localhost:8000
to see REST API documentation.
Project structure and architecture
The project has the following architecture:
OBS1: The quality score computes the BRISQUE score for any given image. See the paper for more details.
OBS2: The distortion classification service was NOT developed due to insufficient time 😕.