Seeed-Projects/Seeed-Jetson-DevelopTool

Seeed-Projects/Seeed-Jetson-DevelopTool

Skill Claude CodeCodex needs its repo

Train and deploy YOLOv8 object detection models entirely on reComputer Jetson (JetPack 5.0+), covering dataset preparation, Label Studio annotation, model training, validation, TensorRT quantization, and real-time inference.

Seeed-Projects/Seeed-Jetson-DevelopTool

Skill Claude CodeCodex

Set up the Ultralytics YOLO environment on NVIDIA Jetson (JetPack 6.0+) for YOLOv8, YOLOv11, or YOLOv26. Installs GPU-enabled torch 2.8, torchvision with CUDA NMS support, onnxruntime-gpu, and ultralytics, then validates TensorRT engine compatibility. Use when the user asks to install, deploy, or fix any YOLO model…

Seeed-Projects/Seeed-Jetson-DevelopTool

Skill Claude CodeCodex

Diagnose and fix USB timeout errors during JetPack flashing on Jetson. Covers the 5 most common causes: VM USB instability, insufficient power, bad cable, USB hub, wrong package.

Seeed-Projects/Seeed-Jetson-DevelopTool

Skill Claude CodeCodex

Install and enable Realtek RTL88x2bu USB Wi-Fi adapters (for example 0bda:b812) on Ubuntu/Jetson. Clones a maintained driver repo, builds against the running kernel, installs the module, loads it, and verifies the new Wi-Fi interface.

Seeed-Projects/Seeed-Jetson-DevelopTool

Skill Claude CodeCodex

Resolve UUID-related boot errors on Jetson devices that cause the system to enter recovery terminal (bash-5.1#). Covers clearing OTA flags, replacing corrupted /boot/initrd, and a fresh installation fallback method.

Seeed-Projects/Seeed-Jetson-DevelopTool

Skill Claude CodeCodex

Deploy a VLM (LLaVa) on reComputer Industrial J4012 to monitor a warehouse using a USB camera. Integrates RS485 signal light control for safety status indication (green/yellow/red). Requires JP6, Ollama, and RS485 components (hub, color-changing light, light sensor).

Seeed-Projects/Seeed-Jetson-DevelopTool

Skill Claude CodeCodex needs its repo

Install and configure VNC (Vino) remote desktop on reComputer Nvidia Jetson devices. Covers server setup, password configuration, schema editing, and auto-start on login. Requires an HDMI dummy plug for headless operation.

Seeed-Projects/Seeed-Jetson-DevelopTool

Skill Claude CodeCodex needs its repo

Build an end-to-end voice-controlled motor system on Jetson (reComputer Robotics J4012). Integrates Whisper ASR, Ollama LLM (Qwen 2.5) for intent understanding, and CAN bus motor control for MyActuator X Series Motors via natural voice commands.

Seeed-Projects/Seeed-Jetson-DevelopTool

Skill Claude CodeCodex

Deploy a fully local voice-interactive robotic assistant on reComputer Mini J501 with Reachy Mini. Integrates Ollama LLM, FunASR speech recognition, and Coqui TTS for an embodied conversational AI experience. Requires JP6.2 and Reachy Mini Lite.

Seeed-Projects/Seeed-Jetson-DevelopTool

Skill Claude CodeCodex

Deploy a fully local voice-interactive robotic assistant on reComputer Mini J501 with Reachy Mini for physical AI applications. Integrates Ollama LLM, FunASR speech recognition, and Coqui TTS for embodied conversational interaction. Requires JP6.2 and Reachy Mini Lite.

Seeed-Projects/Seeed-Jetson-DevelopTool

Skill Claude CodeCodex

Deploy OpenAI Whisper on NVIDIA Jetson Orin for real-time speech-to-text. Clones the deployment repo, installs dependencies including ffmpeg, tests the environment, and runs real-time STT from a USB microphone (e.g. reSpeaker). Includes Riva vs Whisper comparison context.

Seeed-Projects/Seeed-Jetson-DevelopTool

Skill Claude CodeCodex

Deploy YOLOv11 with an Orbbec Gemini 2 depth camera on reComputer J4012 (Jetson Orin NX 16GB) for real-time object detection and 3D distance measurement between detected objects. Uses TensorRT for accelerated inference and pyorbbecsdk for depth data. Requires JetPack 5.1.3.

Seeed-Projects/Seeed-Jetson-DevelopTool

Skill Claude CodeCodex

Set up the YOLOv26 dual USB camera system on NVIDIA Jetson (JetPack 6.0+). Installs GPU-enabled torch 2.8, torchvision 0.23 with CUDA NMS support, onnxruntime-gpu 1.23, and ultralytics, then validates TensorRT engine compatibility. Use when the user asks to install, rebuild, or fix YOLOv26 on Jetson.

Seeed-Projects/Seeed-Jetson-DevelopTool

Skill Claude CodeCodex

End-to-end YOLOv5 few-shot object detection pipeline on Jetson. Covers dataset collection, annotation with Roboflow, training (local PC, Google Colab, or Ultralytics HUB), and inference on Jetson using TensorRT or DeepStream SDK. Supports all Jetson platforms from Nano to AGX Xavier.

Seeed-Projects/Seeed-Jetson-DevelopTool

Skill Claude CodeCodex

Deploy YOLOv8 on NVIDIA Jetson using TensorRT and DeepStream SDK for high-performance video inference. Covers JetPack flashing, DeepStream installation, PyTorch/torchvision setup, DeepStream-Yolo configuration, INT8 calibration, and multistream benchmarks. Supports JetPack 4.6+ with DeepStream 6.0+.

Seeed-Projects/Seeed-Jetson-DevelopTool

Skill Claude CodeCodex

Deploy YOLOv8 on NVIDIA Jetson using TensorRT for maximum inference performance. Covers object detection, segmentation, classification, pose estimation, and tracking. Supports pre-trained models, TensorRT FP16/INT8 export, custom model training via Roboflow/Ultralytics HUB, and one-line deployment. Requires JetPack…

Seeed-Projects/Seeed-Jetson-DevelopTool

Skill Claude CodeCodex

Deploy CLIP-based zero-shot object detection on Jetson using Jetson Platform Services. Detects arbitrary objects from text prompts without retraining. Requires reComputer J4012 (Orin NX 16GB) and JetPack 6.0.