Deploy a local AI NVR (Network Video Recorder) on Jetson Orin using NVIDIA VST and Jetson Platform Services with DeepStream pedestrian detection. Requires Jetson Orin with JetPack 6.0 and an IP camera.
Perform over-the-air JetPack/L4T updates on Jetson devices using Allxon DMS Portal. Covers OTA payload generation, upload, and fleet distribution. Requires Ubuntu host PC and Allxon DMS agent.
Install and configure Allxon DMS agent on NVIDIA Jetson devices for remote monitoring and management via the Allxon cloud portal. Supports JetPack 4.6+.
Set up the alwaysAI computer vision platform to deploy ML-based object detection on Jetson devices. Supports live camera and video file inference with TensorRT acceleration. Requires JetPack 4.6 and a host PC.
Backup and restore a reComputer Jetson system image using the L4T backup/restore script. Requires Ubuntu host, USB-C cable, and the matching JetPack BSP package.
Use for Seeed Jetson topic "Develop reComputer Jetson using Clawdbot". Includes local references and execution-safe workflow with prerequisites, commands, and validation checks.
Deploy Cochl.Sense sound recognition on Jetson (37 sounds, 94% F1 score). Requires a trial license from Cochl and a USB microphone. Supports JetPack 4.6+.
Install and run CVEDIA-RT AI inference engine on NVIDIA Jetson for pre-built computer vision applications (crowd estimation, drone detection, vehicle counting, etc.). Requires JetPack 5.1 and a CVEDIA account.
Deploy DashCamNet and PeopleNet pre-trained models on Jetson Xavier NX with multi-camera pipelines using DeepStream, TAO Toolkit, and jetson-multicamera-pipelines. Requires JetPack 4.5/4.6.
Set up the Deci AI platform on NVIDIA Jetson devices (Nano, Xavier NX, AGX Xavier, AGX Orin) for model optimization, benchmarking, and deployment. Covers Deci account creation, INFERY SDK installation, model zoo usage, custom model optimization via AutoNAC, and on-device performance benchmarking with ONNX/TensorRT.…
Deploy DeepSeek on Jetson Orin using MLC (Machine Learning Compilation) for optimized edge inference. Uses Docker/jetson-containers. Requires Jetson with >8GB RAM and JetPack 5.1.1+.
Deploy Depth Anything V3 monocular depth estimation on Jetson AGX Orin with ROS2 Humble integration. Builds a ROS2 workspace with TensorRT-optimized ONNX models for real-time depth map generation from USB camera or video input. Requires JetPack 6.2 and ROS2 Humble.
Deploy the Dia neural text-to-speech model on reComputer Jetson for expressive, multi-speaker audio generation. Installs custom aarch64 PyTorch/torchaudio/triton wheels, clones the Dia repo, patches pyproject.toml, and launches a Gradio WebUI. Requires Jetson with 8GB+ RAM and JetPack 6.1+.
Use for Seeed Jetson topic "Efficient Multi-Task Vision Inference Engine Deployment on Jetson". Includes local references and execution-safe workflow with prerequisites, commands, and validation checks.
Deploy Frigate open-source NVR with real-time TensorRT object detection on NVIDIA Jetson (Nano, Xavier NX, Orin). Uses Docker Compose with the Jetson-optimized Frigate image, YOLOv7 model, and RTSP IP camera streams. Requires JetPack 5.x and Docker.
Deploy Live VLM WebUI on reComputer Jetson for real-time Vision Language Model interaction via webcam. Installs Ollama with llama3.2-vision model and the live-vlm-webui Python package for browser-based VLM streaming and benchmarking. Requires JetPack 6.2 and USB camera.
Deploy Isaac ROS NVBlox with Orbbec RGB-D camera on Jetson AGX Orin for real-time GPU-accelerated 3D mapping (TSDF/ESDF). Sets up Docker CE, Isaac ROS 3.2, Orbbec SDK ROS2, and builds the NVBlox workspace for obstacle detection and 3D mesh generation. Requires JetPack 6.2 and ROS2 Humble.
Use for Seeed Jetson topic "Local AI Assistant". Includes local references and execution-safe workflow with prerequisites, commands, and validation checks.
Build a local voice chatbot on Jetson AGX Orin using NVIDIA Riva (ASR + TTS) and Meta Llama2 via text-generation-inference. Sets up NGC, Riva server, Llama2-7b-chat, and a Python voice chatbot demo with speaker/microphone. Requires JetPack 5.1.1+ and 16GB+ RAM.
Encrypt the root filesystem on Jetson devices during flashing using OPTEE-based encryption keys. Covers BSP source build, OPTEE key generation, encrypted image creation, and flashing with l4tinitrdflash. Requires an Ubuntu 20.04/22.04 host PC and the target Jetson device (e.g. reComputer J401 with L4T 36.4.3).
Create a custom flashable BSP (Board Support Package) by cloning a complete Jetson development environment. Covers working directory setup, environment cloning via l4tbackuprestore, BSP packaging, and flashing to target devices. Requires Ubuntu 22.04 host PC and USB-C cable.