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Rdk X5 Ai Detect
by
qiaolongli
· GitHub ↗
· v1.0.0
· MIT-0
245
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0
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1
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Install in OpenClaw
/install rdk-x5-ai-detect
Description
在 RDK X5 的 10TOPS BPU 上运行单个 AI 推理算法：YOLO 目标检测、图像分类、语义分割、人脸识别、手势识别、人体关键点、开放词汇检测（DOSOD/YOLO-World）、双目深度估计、语音识别、端侧轻量 LLM（≤2B 参数量化模型）。Use when the user wants to...
Usage Guidance
This skill appears internally consistent for running AI inference on an RDK X5 device. Before installing/using it: (1) confirm you are on the intended RDK X5 hardware with TROS/ROS2 installed; (2) avoid running the provided pip commands without verifying the packages' source (they may fetch code from the network); (3) do not embed credentials in command lines—use protected config files or environment variables and be aware such command lines can leak to process lists or shell history; (4) the web UI (port 8000) and RTSP streams expose video data—ensure network access is restricted and authenticated; (5) verify model .bin files are from trusted sources and correctly converted (hb_mapper); and (6) if you need camera setup, media encoding, or model conversion, use the skill names referenced in the doc (rdk-x5-camera, rdk-x5-media, Horizon toolchain) rather than this skill. If you want a deeper safety check, provide the origin of the hobot-* packages, the TROS setup.bash contents, or the network endpoints used by the device.
Capability Analysis
Type: OpenClaw Skill
Name: rdk-x5-ai-detect
Version: 1.0.0
The skill bundle provides standard technical instructions and ROS2 commands for performing AI inference on the RDK X5 hardware platform. It includes legitimate setup steps such as installing hardware-specific Python libraries (hobot-dnn-rdkx5) and monitoring BPU usage via sysfs, with no evidence of malicious intent, data exfiltration, or prompt injection attacks.
Capability Assessment
Purpose & Capability
Name/description claim running AI inference on RDK X5 BPU via the TROS framework; SKILL.md only requires ros2 and references ROS launch files, BPU sysfs, and vendor Python inference packages—these are consistent with the stated purpose.
Instruction Scope
Runtime instructions are limited to sourcing the TROS environment, launching ROS2 nodes for specific AI components, optional pip installs, reading BPU usage from /sys, and viewing a local web UI. Nothing in the instructions asks for unrelated system-wide data, but the examples include an RTSP URL with credentials (exposes secrets on the command line) and a web UI on port 8000 (network exposure).
Install Mechanism
This is instruction-only (no install spec). It suggests optional pip installs (hobot-dnn-rdkx5, hobot-vio-rdkx5). Pip pulls from package indexes and may fetch remote code—verify package provenance before installing. No downloads from arbitrary URLs or archive extraction are prescribed.
Credentials
No environment variables or external credentials are required by the skill. The only credential-like artifact is the RTSP example containing 'admin:password' which is an example only but could encourage insecure practices; otherwise no unexplained secret access is requested.
Persistence & Privilege
always is false and there is no install that modifies global agent settings or other skills. The skill does not request permanent elevated privileges or persistent presence beyond normal invocation.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install rdk-x5-ai-detect - After installation, invoke the skill by name or use
/rdk-x5-ai-detect - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release: BPU AI inference for YOLO, classification, segmentation, face/gesture/pose, DOSOD, depth, ASR, LLM
Metadata
Frequently Asked Questions
What is Rdk X5 Ai Detect?
在 RDK X5 的 10TOPS BPU 上运行单个 AI 推理算法：YOLO 目标检测、图像分类、语义分割、人脸识别、手势识别、人体关键点、开放词汇检测（DOSOD/YOLO-World）、双目深度估计、语音识别、端侧轻量 LLM（≤2B 参数量化模型）。Use when the user wants to... It is an AI Agent Skill for Claude Code / OpenClaw, with 245 downloads so far.
How do I install Rdk X5 Ai Detect?
Run "/install rdk-x5-ai-detect" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Rdk X5 Ai Detect free?
Yes, Rdk X5 Ai Detect is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Rdk X5 Ai Detect support?
Rdk X5 Ai Detect is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Rdk X5 Ai Detect?
It is built and maintained by qiaolongli (@katherineedwards2475); the current version is v1.0.0.
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