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Yolo Object Detection

Category: Engineering  ·  Sub-category: backend  ·  Last updated:
lang:python
Deploy state-of-the-art YOLO models (YOLOv8, YOLOv10, YOLO11) for real-time object detection, instance segmentation, and pose estimation. Triggers when training custom YOLO models, exporting to TensorRT FP16/INT8, running ONNX Runtime inference, executing ByteTrack multi-object tracking, or building high-throughput FastAPI/Triton inference services.
Security AStatic scan found no risk patternsHow grading works ›

From the source SKILL.md

End-to-end production pipelines for custom training, TensorRT quantization, multi-object tracking (ByteTrack), and real-time inference serving with YOLO.

What this skill does

Yolo Object Detection is a community-contributed Claude Code skill in the backend sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/yolo-object-detection/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Yolo Object Detection 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 184,000+ 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/yolo-object-detection
curl -L https://claudskills.com/skills/yolo-object-detection/SKILL.md \
  -o ~/.claude/skills/yolo-object-detection/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/yolo-object-detection/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/yolo-object-detection/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\yolo-object-detection\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.

See pricing → Download desktop app

Frequently asked questions

How do I install the Yolo Object Detection Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/yolo-object-detection/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Yolo Object Detection skill do?
Deploy state-of-the-art YOLO models (YOLOv8, YOLOv10, YOLO11) for real-time object detection, instance segmentation, and pose estimation. Triggers when training custom YOLO models, exporting to TensorRT FP16/INT8, running ONNX Runtime inference, executing ByteTrack multi-object tracking, or building high-throughput FastAPI/Triton inference services.
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 Yolo Object Detection skill?
Use Yolo Object Detection when your Claude Code task falls under the Engineering category — specifically in the backend 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 Yolo Object Detection" or describe the task and let Claude pick). Browse related skills at /category/engineering/.
What is a Claude Code skill and how does the Yolo Object Detection 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. Yolo Object Detection 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
hamzabellouch. (2026). Yolo Object Detection [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/yolo-object-detection/
BibTeX
@misc{yolo-object-detection-2026,
  author    = {hamzabellouch},
  title     = {Yolo Object Detection [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/yolo-object-detection/}
}

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Grade A · scanned 2026-08-13 — free static scan against the OWASP Agentic Skills Top 10.

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Browse all Engineering skills in the ClaudSkills registry, or explore these other picks from the same category:

Browse all Engineering skills → Top 100 skills
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