---
title: "Object Detection - Air Market"
description: "If you are teaching a computer to find objects in pictures and draw boxes around them, there are conventions people follow. This is a set of those conventions, plus notes on the common datasets and m…"
canonical: "https://airmarket.ai/app/cv-detection"
---

[Air Market](/) / [Data & Analytics](/category/data) / Object Detection

Skill by [AIMING Lab](/@aiming-lab)

# Object Detection

Guidance for getting object detection right

## What this does

If you are teaching a computer to find objects in pictures and draw boxes around them, there are conventions people follow. This is a set of those conventions, plus notes on the common datasets and model families. Reach for it when you are starting a detection project or want a second read on one you already have.

### Top 3 things it does for you

- Set up a detection model the usual way
- Check my detection code against known practice
- Work with COCO or VOC data

## Information

**Object Detection at a glance**

|  |  |
| --- | --- |
| Kind | Skill |
| Publisher | [AIMING Lab](/@aiming-lab) |
| Category | [Data & Analytics](/category/data) |
| Works with | Agent Skills - an open standard supported by 40+ agents |
| Version | 1.0 |
| Size | 1 KB |
| Licence | MIT |
| Repository | [aiming-lab/AutoResearchClaw](https://github.com/aiming-lab/AutoResearchClaw/tree/84dad0a401404739cfcc47851cd1d282b671bb2f/researchclaw/skills/builtin/domain/cv-detection) |
| GitHub stars | 14,165 (as of Nov 2026) |

## Security report

**Verified.** AIR scanned this exact version of Object Detection and flagged nothing. AIR's verdict: **safe**.

**What Object Detection's check was run against**

|  |  |
| --- | --- |
| Commit | 84dad0a401404739cfcc47851cd1d282b671bb2f |
| Content hash | b3f968b9604eeb7cb0dd47e4e8722dac68c81cd790c84fc221060773c424b2a5 |
| Files read | [Browse the files at this exact commit](https://github.com/aiming-lab/AutoResearchClaw/blob/84dad0a401404739cfcc47851cd1d282b671bb2f/researchclaw/skills/builtin/domain/cv-detection/SKILL.md) |

A scan is named by the exact content it read, not by a version number. A different version is a different artifact, and nothing here applies to a version AIR has not scanned.

[Read the full security report for Object Detection](/security/cv-detection)

## About Object Detection

This covers accepted practice for object detection work: the task of finding things in an image and locating them.

It speaks to the common datasets, COCO and VOC, and to detection architectures including YOLO and DETR. Use it when your work touches any of those.

## What's inside

- SKILL.md - instructions

## Questions

### Is Object Detection safe to install?

AIR scanned this exact version of Object Detection and flagged nothing. AIR's verdict: safe. The verdict is named by the content that was read, at commit 84dad0a40140, so it cannot drift onto a version nobody scanned. The full report is at https://airmarket.ai/security/cv-detection.

### How do I install Object Detection?

Open https://airmarket.ai/app/cv-detection on Air Market and use the install action: Air Market hands Claude a prompt naming this exact skill, and Claude sets it up. Source, pinned to the exact commit this listing describes: https://github.com/aiming-lab/AutoResearchClaw/tree/84dad0a401404739cfcc47851cd1d282b671bb2f/researchclaw/skills/builtin/domain/cv-detection. Install from that link, not the branch.

## Related on Air Market

- [More Data & Analytics listings](/category/data)
- [Everything by AIMING Lab](/@aiming-lab)

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Canonical URL: <https://airmarket.ai/app/cv-detection>