Discover Example Applications for Edge AI on Arm
Explore edge AI example applications on Arm with tutorials for vision, audio, language models, and more to speed up your development.
Vision
| Get started with object detection using a Jetson Orin Nano | Learning Path |
| Run a Computer Vision Model on a Himax Microcontroller | Learning Path |
| EV charger availability detection with Raspberry Pi Pico W | Read Blog | GitHub |
| Building a LiteRT (formerly TensorFlow Lite) based computer vision emoji input device with OpenMV | Colab Notebook |
Language Models
| Run a local LLM chatbot on a Raspberry Pi 5 | Learning Path |
| Run Llama 3 on a Raspberry Pi 5 using ExecuTorch | Learning Path |
| Build a Privacy-First LLM Smart Home on Raspberry Pi 5 | Learning Path |
| Create a ChatGPT voice bot on a Raspberry Pi | Learning Path |
OCR (Optical Character Recognition)
| Deploy PaddlePaddle on Arm Cortex-M with Arm Virtual Hardware | Learning Path |
Anomaly Detection
| Coming Soon |
Other Applications
| Deploy an MCP Server on Raspberry Pi 5 for AI Agent Interaction using OpenAI SDK | Learning Path |
| Introduction to TinyML on Arm using PyTorch and ExecuTorch | Learning Path |
| Build and run a letter recognition NN model on an STM32L4 Discovery board | Learning Path |
| ML-powered doorbell notifier | Hackster Guide | GitHub |
| Fixed-Point DSP for Data Scientists | Colab Notebook |
