What kind of data did you include in your training dataset and why?

I included various pictures from the internet of pictures of coffee and other beverages to get the machine to understand the difference

What other kind of data could have been helpful but maybe you couldn’t get in the short-term/for free?

I was unable to get unedited pictures and pictures with other things in the picture due to time sake.

Did your model work well for what you wanted? In what instances might your model not work very well? 

Overall I believe it worked to an extent, however it got confused on beverages that were similar color or in coffee cups.

https://teachablemachine.withgoogle.com/models/WhceIvU0o/