Generative AI at the Edge
Bring generative AI to the world with NVIDIA® Jetson™
Build with a coding agent
AI-assisted development on Jetson
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AI-assisted development on NVIDIA Jetson
See how coding agents work alongside real Jetson hardware to inspect, prototype, benchmark, and optimize.
Add Jetson knowledge
Jetson Agent Skills
Give coding agents NVIDIA-provided Jetson knowledge and reusable workflows. Your agent can find and use the relevant skills for the task.
Quick Access
Jump straight to what you need
Getting Started
Set up your Jetson device and development environment
Fundamentals
Core concepts for running GenAI on Jetson
VLM
Vision-language models for multimodal reasoning on Jetson
VLA
Vision-language-action models for robotic control on Jetson
Applications
End-to-end AI applications and microservices
Model Optimization
Fine-tuning, quantization, and optimization for edge deployment
Workshops & Hackathons
Hands-on workshops and hackathon guides
Community Projects
See what the community is building with Jetson
TORQ: VLA - Powered Autonomous Driving on Jetson
TreeHacks 2026 Edge AI track winner. Retrofits a Honda Accord with Jetson AGX Thor running a 10.5B VLA (Alpamayo R1) for high-level reasoning and openpilot for real-time control, with a rider-facing iOS app for transparent AI decision-making.
Sprout: AI-Powered Autonomous Microfarm on Jetson Orin Nano
TreeHacks 2026 Edge AI track 3rd place winner. An autonomous robotic garden powered by Jetson Orin Nano that uses on-device vision AI to identify plant species, assess health, and deliver precision watering through a custom-built gantry system.
Matcha Bot - Embodied AI Hackathon 1st Place Winner
Automating the matcha-making process using two SO-101 robotic arms, NVIDIA Jetson Thor for inference, and the GR00T N1.5 Vision Language Action model.