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Rtvi Cv Customize Model

Category: Engineering  ·  Sub-category: devops  ·  Last updated:
How to swap the DeepStream CV detection model in the VSS Alerts Blueprint verification (2d_cv) mode - covers ONNX export, custom bbox parsers, compose mount gotchas, nvinfer config, runtime TRT engine build, deployment, and a segmentation-capable model addendum handoff.
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From the source SKILL.md

The RT-CV perception container (vss-rt-cv) runs a DeepStream pipeline with a configurable primary GIE (GPU Inference Engine). By default it uses GDINO or RTDETR. This guide covers replacing it with any ONNX-format model, using YOLOv11 COCO 80 as the worked example.

What this skill does

Rtvi Cv Customize Model is a community-contributed Claude Code skill in the devops sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/rtvi-cv-customize-model/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Rtvi Cv Customize Model Claude Code skill is built for software engineers, backend developers, full-stack teams, and technical leads building and maintaining production systems. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 186,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/rtvi-cv-customize-model
curl -L https://claudskills.com/skills/rtvi-cv-customize-model/SKILL.md \
  -o ~/.claude/skills/rtvi-cv-customize-model/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/rtvi-cv-customize-model/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/rtvi-cv-customize-model/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\rtvi-cv-customize-model\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Telegram

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

Frequently asked questions

How do I install the Rtvi Cv Customize Model Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/rtvi-cv-customize-model/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Rtvi Cv Customize Model skill do?
How to swap the DeepStream CV detection model in the VSS Alerts Blueprint verification (2d_cv) mode - covers ONNX export, custom bbox parsers, compose mount gotchas, nvinfer config, runtime TRT engine build, deployment, and a segmentation-capable model addendum handoff.
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the Rtvi Cv Customize Model skill?
Use Rtvi Cv Customize Model when your Claude Code task falls under the Engineering category — specifically in the devops area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Rtvi Cv Customize Model" or describe the task and let Claude pick). Browse related skills at /category/engineering/.
What is a Claude Code skill and how does the Rtvi Cv Customize Model skill fit in?
A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Rtvi Cv Customize Model is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Engineering category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
NVIDIA. (2026). Rtvi Cv Customize Model [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/rtvi-cv-customize-model/
BibTeX
@misc{rtvi-cv-customize-model-2026,
  author    = {NVIDIA},
  title     = {Rtvi Cv Customize Model [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/rtvi-cv-customize-model/}
}

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