ProduceAI

Summary

ProduceAI is a university research project from the French University in Armenia that builds an AI-powered platform for apple quality classification using computer vision. It features a React/TypeScript frontend with a live browser demo, a FastAPI backend for optional API inference, and PyTorch/Scikit-learn training pipelines for models like MobileNetV2, custom CNN, and SVM. The system classifies apples into "Fresh," "Rotten/Defective," or "Not an Apple," and includes experimental grading scores. The repository contains documented code, training/evaluation scripts, ONNX model export, and recorded experimental results (e.g., ~95% accuracy on a test set), but it is explicitly a research prototype, not a validated commercial system.