One-page case study
Autonomous Robot Navigation System
ESP32-based autonomous robot using TensorFlow Lite object detection helping children intuitively interact with RC cars. Features real-time object detection, Aruco marker navigation, and a web dashboard for monitoring.
Proof Points
TensorFlow Lite on ESP32
Object detection + ArUco navigation
Challenges
- • Edge AI optimization
- • Real-time control
- • Embedded memory constraints
Learnings
- • Embedded ML
- • Robot navigation
- • Model quantization
Stack
ESP32TensorFlow LiteC++