Want to add AI vision capabilities to your Android projects without writing code? This tutorial shows you how to build a real-time object recognition app that runs entirely on-device - perfect for edge AI applications, IoT projects, and hardware integration!
We'll be using **enorasisCore** - a freemium, privacy-first AI platform designed for makers and embedded systems - combined with MIT App Inventor to create an app that processes AI inference locally on your Android device. No cloud required, no data sent to servers - everything happens on your phone!
**Why on-device AI matters for hardware projects:**
- ✅ **Low latency** - Real-time processing without network delays
- ✅ **Privacy-first** - Your data never leaves the device
- ✅ **Offline capable** - Works without internet connection
- ✅ **Power efficient** - Optimized for mobile/embedded devices
- ✅ **Extensible** - Easy to integrate with Micro:bit, ESP32, and other edge devices