My household has a recipe title 'probably pancakes'--so that no one else has to live in crushing uncertainty, this app houses a machine learning model that predicts whether the input ingredients are pancakes or not pancakes. You can interact with a hosted version at this link.
The data collection and modeling scripts for this project are also available on my GitHub.