This project was Built during MakerGram’s "TinyML with Edge Impulse & XIAO" workshop, in collaboration with Super Fablab Kerala during the Kerala Innovation Festival. The initiative was part of a month-long build series focused on Interactive Digital Signage and real-time edge AI applications.
This interactive project brings the classic Rock-Paper-Scissors game to life using computer vision and embedded AI. Powered by Seeed Studio’s Grove Vision AI Module V2, the system recognizes hand gestures - rock, paper, or scissors, using a pre-trained model from SenseCraft AI.
The recognized gesture is then sent to the browser using the ESP32-S3, which communicates via the Serial Web API for real-time interaction.Once a gesture is detected, it's transmitted from the ESP32-S3 board to the browser using the Web Serial API and Server-Sent Events (SSE) The browser reads this serial data, interprets the gesture, and updates the game state instantly.
Frontend is Designed in React
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