As first-year B.Tech CSE students, we took on the challenge of developing an AI-powered food detection system. Training the Model with Limited Resources. As first-year students, our experience in web development was limited. Creating a seamless frontend, integrating it with a backend (like FastAPI), and connecting it to our AI model was complex. Despite this, we learned a lot about HTML, CSS, JavaScript, and backend frameworks along the way.