webmcu-vision-web: WebSerial Interface for Microcontroller Vision ML
Primary Source: https://github.com/webmcu-ai/webmcu-vision-web
Author: webmcu-ai · Year: 2026 · Publisher: webmcu-ai
Summary
A browser-based training and deployment companion connecting to Seeed XIAO ESP32-S3 Sense camera microcontrollers via WebSerial to run on-device TinyML image classification and object detection.
Key Points
- Zero-install WebSerial connection directly streaming camera buffers and classification confidence from embedded microcontrollers into web apps.
- In-browser data collection, synthetic augmentation, and model quantization (TFLite Micro).
- Direct bridge between physical computing hardware and interactive web installations.