basic-object-detection-analysis

Detect people, vehicles, pets, and parcels in images or video streams.

Updated May 18, 2026
One-click install
npx skills add https://github.com/smyx-sunjinhui/smyx-open-claw-skills --skill basic-object-detection-analysis
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: basic-object-detection-analysis
Source: https://github.com/smyx-sunjinhui/smyx-open-claw-skills/tree/main/skills/basic-object-detection-analysis
Command: npx skills add https://github.com/smyx-sunjinhui/smyx-open-claw-skills --skill basic-object-detection-analysis

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires requests>=2.28.0, yaml==6.0.3, and includes scripts (resource) and references (resource) components.

What problem does it solve?

It helps you automatically detect and summarize key objects in surveillance scenes (people, vehicles, non-motorized vehicles, pets, and parcels) from video streams or images, reducing manual review effort.

Core Features & Use Cases

  • Real-time object detection on target regions: Identifies people, cars, non-motorized vehicles, pets, and parcels in provided images or video inputs.
  • Structured reporting: Produces a structured detection report including counts by category and detection timing.
  • History report lookup (cloud-only): Supports listing and viewing historical detection reports through cloud APIs, not local memory.
  • Use case: In a community or warehouse security workflow, process uploaded camera footage to quickly know whether any relevant objects appeared and trigger review based on results.

Quick Start

Upload a surveillance video or image URL and ask for basic object detection analysis with default settings to get a structured report of detected categories and counts.

Frequently Asked Questions about basic-object-detection-analysis

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I detect people and vehicles in surveillance video streams?

To detect people and vehicles in surveillance video streams, submit the video or image URL to the Skill for real-time object detection. It identifies people, cars, non-motorized vehicles, pets, and parcels, then returns a structured report with counts by category and detection timing.

What is the best way to generate security surveillance reports for a warehouse?

The best way to generate security surveillance reports for a warehouse is to process uploaded camera footage through object detection. This automatically identifies key objects like vehicles and parcels, reducing manual review effort by producing a structured detection summary with counts and timing.

Can I use confidence thresholds to filter object detection results?

Yes, you can use confidence thresholds to filter object detection results. The Skill supports configurable confidence thresholds and output detail levels, allowing you to control the sensitivity of object identification for people, vehicles, pets, and parcels in your surveillance scenes.

How do I retrieve historical object detection reports from cloud APIs?

To retrieve historical object detection reports, use the cloud API endpoints provided by the Skill. Historical reports are stored in the cloud rather than local memory, requiring an open-id for API access control to list and view past detection summaries.

Does object detection work with both images and video inputs?

Yes, object detection works with both images and video inputs. The Skill performs real-time detection on provided surveillance images or video streams, identifying people, vehicles, non-motorized vehicles, pets, and parcels across various security scenarios like communities and industrial parks.