Question: Docker CPU face recognize request with random image always produces 500 Solution: If you are using mounted Volume in your Docker-Compose file, comment them out. Chances are that the folder you mounted did not have files or Models needed for Deep Stack to work. When you remove those forders, Deep Stack creates them in Docker Container.