plant-growth-stage-recognition-analysis

Classify plant growth stages from images or videos using deep learning.

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

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires requests, and includes scripts (resource) and references (resource) components.

What problem does it solve?

It turns raw plant images or videos into reliable, structured reports that describe the plant’s current growth stage, so you can support precision agriculture decisions without manually interpreting visual cues.

Core Features & Use Cases

  • Growth-stage recognition from vision inputs: Detects plants and classifies key growth stages from germination through flowering and fruiting.
  • Structured output for decision support: Produces structured analysis results that summarize detected plants, inferred stage, confidence, and key developmental features.
  • Historical report listing via API: When you request history keywords, it retrieves report lists from the cloud API and formats them as a clickable Markdown table.

Quick Start

Upload a plant photo or video and ask for plant growth stage recognition to receive a structured growth-stage analysis report.

Frequently Asked Questions about plant-growth-stage-recognition-analysis

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

FAQPage Schema
How do I identify plant growth stages from images using computer vision?

Plant growth stage recognition applies computer vision and deep learning to image or video inputs, generating structured reports that classify developmental phases from germination to fruiting for precision agriculture.

Can I use video analysis for plant growth stage recognition?

Yes, video analysis supports plant growth stage recognition by processing video inputs through deep learning to classify developmental phases and output structured analysis reports for smart planting.

What is structured reporting in precision agriculture monitoring?

Structured reporting in precision agriculture monitoring formats detected plants, inferred growth stage, confidence scores, and key developmental features into structured outputs that support agricultural research and smart planting decisions.

Do I need open-id validation to run plant growth stage analysis?

Yes, open-id validation is a mandatory prerequisite before executing plant growth stage analysis. This validation authenticates cloud API calls for recognition processing and historical report retrieval.

How do I retrieve historical plant growth stage reports via API?

To retrieve historical plant growth stage reports, submit history keywords to trigger cloud API calls. The system formats retrieved report lists into a clickable Markdown table for easy reference.

Does plant growth stage recognition work for facility horticulture monitoring?

Yes, plant growth stage recognition supports facility horticulture monitoring by applying deep learning and computer vision to visual inputs, producing structured analysis outputs tailored for controlled environment agriculture scenarios.