Establish EtherCAT communication between Jetson and EtherCAT slave devices using the EtherLab EtherCAT Master driver. Covers driver installation, configuration, slave scanning, and motor control example (MyActuator X4). Requires JetPack 6.2 (L4T 36.4.3).
Fine-tune LLMs on Jetson using Llama-Factory via jetson-examples one-line deployment. Covers installation, WebUI-based training with alpacazh dataset on Phi-1.5, and testing the fine-tuned model. Requires Jetson with ≥16GB RAM.
Fix browsers (Chromium, Firefox, etc.) that fail to launch on Jetson devices due to an outdated or broken snapd. Downloads a pinned snapd revision offline, installs it, and holds automatic updates to prevent regression. Use when the user reports that a browser installed via snap cannot open, crashes silently, or shows…
Deploy Gapi embeddable API gateway on Jetson Orin for streaming AI micro service integrations. Covers Docker-based installation, workflow engine setup, and community micro services. Requires any Jetson Orin with Docker and 1.3GB storage.
Overview and index of Generative AI capabilities on reComputer Jetson. Covers text generation (LLM chatbots), image generation, audio generation (Whisper STT), multimodal (VLM), RAG, LLM fine-tuning, and quantized inference. This is a reference/navigation skill — it links to specific deployment skills.
Deploy GPT-OSS-20B on Jetson Orin using llama.cpp with CUDA. Builds llama.cpp from source, converts and quantizes the model to Q4K, and runs inference. Optional OpenWebUI frontend. Requires Jetson Orin with ≥16GB RAM.
Fine-tune NVIDIA Isaac GR00T N1.5 for the LeRobot SO-101 arm and deploy on Jetson AGX Thor. Covers Thor flashing, dev environment setup, SO-ARM data collection, cloud training via NVIDIA Brev, and GR00T N1.5 inference on Thor. Requires Jetson AGX Thor and SO-101 arm hardware.
Fine-tune NVIDIA Isaac GR00T N1.6 for the LeRobot SO-101 arm and deploy on AGX Orin 64G. Covers environment setup on AGX Orin and fine-tuning server, SO-ARM data collection, dataset format conversion, L20 GPU training, and inference deployment. Requires JetPack 6.2 and ≥48GB VRAM for fine-tuning.
Train and deploy a hard hat detection ML model using Edge Impulse on Jetson Nano/NX/AGX. Covers Edge Impulse project setup, data collection (public datasets, PC camera, or Jetson camera), model training, and deployment via Edge Impulse CLI or Linux Python SDK.
Install IMX477 camera driver on reComputer A603 carrier board. Downloads the JetPack-specific BSP with camera driver included and reflashes the device. Supports JP5.1.2, JP6.0, and JP6.2.
Build a fruit sorting system using J501 Mini (Jetson AGX Orin) with StarAI Viola robotic arm and LeRobot framework. Covers environment setup, arm calibration, teleoperation, data collection, ACT policy training, and autonomous deployment. Requires JetPack 6.2.1.
Flash JetPack on Jetson from Windows using WSL2 + usbipd-win. Covers custom WSL kernel setup, USB passthrough, and Seeed BSP massflash. Not officially supported — use native Ubuntu if issues persist.
Knowledge base for the relationship between JetPack and Jetson — JetPack components (L4T + SDK), Ubuntu version mapping, supported Seeed products, Super Mode, and JetPack archive links.
Perform an image-based OTA update on Seeed Jetson devices to upgrade from JetPack 5.1.3 to JetPack 6.0. Requires Ubuntu 20.04 host PC and USB-C cable. Demonstrated on reComputer J3010.
Fix JetPack 5 boot failures from NVMe SSDs on Seeed Jetson devices. Two options — full SSD wipe via external enclosure, or re-flash with --erase-all flag. JetPack 6 is not affected.
Knowledge base for Jetson AI developer tools and Seeed ecosystem partners — CVEDIA-RT, Lumeo, alwaysAI, YOLOv5/v8, Roboflow, Allxon, Deci, Edge Impulse, Cochl.Sense. Use to recommend tools or find getting-started guides.
Set up Docker on Seeed reComputer Jetson devices — verify Docker and CUDA, install Docker Compose, run containers with GPU access, and monitor with JTOP. Based on reComputer J1020 (Jetson Nano).
Knowledge base for Jetson community projects — links to NVIDIA's Jetson project gallery where users can explore and showcase projects built on Jetson platforms.
Knowledge base index of Jetson software stack, modules, and resources — JetPack SDK, CUDA, TensorRT, DeepStream, TAO, Triton, Riva, Isaac, and Seeed reComputer module lineup with flash guides.
Knowledge base of Jetson tutorials, exercises, and AI certification courses — NVIDIA DLI courses, JetBot, Hello AI World, DeepStream video analytics, and Jetson AI certification programs.
Compile and load a custom .ko kernel driver module on Seeed Jetson devices (reComputer/reServer). Downloads BSP source, extracts driver code, builds with Makefile, and loads via modprobe. Example uses pl2303 on JetPack 6.2.
Reference guide for differences between Seeed and NVIDIA L4T Board Support Packages across versions 35.3.1, 35.5, 36.3, 36.4, and 36.4.3. Covers added drivers for CAN bus, Wi-Fi, Ethernet, GMSL, TPM, audio codecs, and USB on Seeed Jetson devices.