smyx-plant-growth-stage-detection-analysisAI-powered plant growth stage auto-detection from periodic full-plant images via smart pot / greenhouse fixed cameras. Recognizes key phenological features—cotyledon emergence, true-leaf count, flower bud differentiation, blooming, fruit setting, fruit ripening—and identifies the current developmental stage (germination, seedling, vegetative, flowering, fruiting, ripening), enabling precision irrigation/fertilization/lighting control and personalized growing guidance. Scenarios: smart pots, home grow boxes, greenhouses, plant factories. | 通过智能花盆或温室内固定摄像头，定期拍摄植物整体图像，利用AI视觉分析技术识别子叶展开、真叶数量、花芽分化、开花、结果、果实成熟等关键物候特征，自动判定植物当前所处的生长发育阶段（如发芽期、幼苗期、生长期、开花期、结果期、成熟期）。有助于精准农业管理，实现自动化灌溉、施肥、光照调节，并为用户提供种植指导。应用场景：智能花盆、家庭种植机、温室大棚、植物工厂。
Install via ClawdBot CLI:
clawdbot install smyx-sunjinhui/smyx-plant-growth-stage-detection-analysisGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
POST → https://your-api-server.com/api/v1/common-analysis`Accesses system directories or attempts privilege escalation
/sys/Calls external URL not in known-safe list
https://example.com/report?id=xxxAudited May 24, 2026 · audit v1.0
Generated Sep 5, 2026
A consumer smart pot integrates the skill to analyze periodic images of houseplants or small garden plants. It automatically detects growth stage and provides tailored care tips via a mobile app, enhancing user engagement and plant health.
Greenhouse operators install fixed cameras to capture plant images. The skill predicts growth stages across crops, enabling automated control of irrigation, fertilization, and lighting, thereby optimizing resource use and yield.
In plant factories with controlled environments, the skill monitors plant development stages to adjust LED lighting spectra, nutrient solutions, and harvesting schedules. This increases production efficiency and reduces labor costs.
Researchers use the skill to automatically label growth stages from time-series images of experimental plants, accelerating data collection for breeding programs or studies on plant development and environmental responses.
Charge a monthly or annual subscription fee for the smart pot app that includes growth stage detection, personalized care guides, and cloud report storage. Additional features could be premium content or community access.
License the AI analysis engine to greenhouse automation companies or plant factory operators, integrating it into their control systems. Revenue comes from license fees and ongoing support or per-plant/per-API call charges.
Offer basic growth stage detection for free, but charge for detailed analytics, historical comparisons, advanced recommendations, or unlimited scan quotas. This model suits both consumer and B2B customers.
💬 Integration Tip
To integrate, ensure cameras are fixed and capture full-plant images at consistent angles and lighting; process images via the script's --input or --url parameters, and link outputs to irrigation/lighting controllers for automated response.
Scored Sep 5, 2026
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