Modern Recipe URL to 🍬 Sugar Level Estimation Web App From Scratch

Overview

When users input the recipe url into the text prompt, the web app will extract the ingredients out of the recipe url using cheerio and forward to a deep learning model exported in onnx format and was trained using HuggingFace Trainer, lastly, sugar level will get returned.

The AI model is deployed at the edge, which means the AI model will get loaded at the client side using onnxruntime with wasm backend, no custom Python backend is required …

ai app cheerio deep learning extract format huggingface javascript modern onnx overview prompt react recipe text trainer url web webdev