re formatting the api to contain the image bytes in json

think I might have to programatically create the path for the images ...

think I was right??

think I have to specify the full path??

more typos

fixing simple typo

instead of returning the image bytes to the api user, we are moving towards hosting them on the backend but we need to be careful moving forwards and make sure that we delete the images after use

getting rid of some more problematic type hints

clustering plot for kmeans