Describe movies with emojis while an AI judges guesses
Beginner8h2–4
LLMSocket.IONext.js
17/20AI Guesses Your Drawing
Draw something and race to make the AI guess it.
Beginner10h1–2 people17/20 fit
Build AI Guesses Your Drawing for kids and casual players in ~10h with 1–2 people. Stack: Transformers.js + Canvas + Next.js.
Why it wins: Fun multimodal demo.
Build flow
01 · Problem
Drawing games need a human guesser.
02 · Solution
Send canvas drawings to a vision model or a small in-browser classifier and show guesses live while the timer runs.
03 · Build
- 1Build canvas
- 2Classify drawings
- 3Show guesses
- 4Score
04 · Demo
Draw a cat and see the AI guess it.
MVP checklist
- Live guessing
- Timer
- Prompts
- Scoreboard
Tech stack
| Tech | Role | |
|---|---|---|
| Transformers.js | On-device ML models | AI |
| Canvas | 2D rendering | UI |
| Next.js | Frontend + API routes | Web |
Reference repos
Open-source projects you can build on. Links checked 2026-10-31.
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