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Doodle Classification System

Real-time hand-drawn doodle recognition with Next.js, FastAPI, and PyTorch.

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A real-time doodle classification project that recognizes hand-drawn sketches from a browser canvas and returns top predictions with confidence scores. The system combines a Next.js + TypeScript frontend with a FastAPI + PyTorch backend and supports 60 doodle classes.

DEPENDENCY_GRAPH / TECH_STACK

Next.js
TypeScript
Tailwind CSS
shadcn/ui
FastAPI
PyTorch
PIL
NumPy