{"product_id":"ai-geospatial-imagery-detection-buildings-cars-more","title":"AI Geospatial Imagery Detection: Buildings, Cars \u0026 More","description":"\u003ch3\u003eUnlock the Power of Geospatial Imagery with AI Detection\u003c\/h3\u003e\n\u003cp\u003eTransform raw geospatial data into actionable insights with our AI Geospatial Imagery Detection skill. Seamlessly integrate into your AI development workflow to identify buildings, cars, ships, solar panels, and other structures through pre-trained models. Maximize performance with GPU support and experience precision in geospatial analysis like never before.\u003c\/p\u003e\n\n\u003ch3\u003eWhat This Skill Does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eStep 1 — Parse Arguments:\u003c\/strong\u003e Begin by extracting essential elements such as the model name — choose from 'buildings', 'cars', 'ships', 'solar-panels', 'parking-lots', 'agriculture', or 'grounded-sam'. Accurately specify the input raster path and, if using GroundedSAM, provide the necessary text prompt for segmentation.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eModel Mapping:\u003c\/strong\u003e Each model corresponds to a GeoAI class, such as the 'geoai.BuildingFootprintExtractor' for buildings or 'geoai.CarDetector' for cars, ensuring each task is handled by the most suitable model.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eStep 2 — Check GPU Availability:\u003c\/strong\u003e Optimize your workflow by identifying GPU resources. If GPU is unavailable, operations will proceed in CPU mode, albeit with possible performance limitations.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse Cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eUrban Planning:\u003c\/strong\u003e Effortlessly detect building footprints to aid in city development and resource planning.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eFleet Management:\u003c\/strong\u003e Quickly pinpoint car locations for logistics and transportation services, enhancing efficiency in operation management.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eRenewable Energy Assessment:\u003c\/strong\u003e Identify solar panel deployments to analyze and optimize energy grid contributions.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eAgricultural Monitoring:\u003c\/strong\u003e Utilize detailed agriculture field delineation to improve crop management and yield predictions.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical Details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eIntegration Compatibility:\u003c\/strong\u003e Optimized for AI coding agents such as Claude Code, Cursor, and Codex for seamless implementation.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eRequired Performance Tools:\u003c\/strong\u003e Leverages claude-skills, aiapplication, and detect-objects tools to ensure high-precision detections.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eOutput Specifications:\u003c\/strong\u003e The skill outputs a vector file (default: '.\/ _detections.gpkg'), suitable for detailed analysis and reporting.\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eHardware Requirements:\u003c\/strong\u003e For best performance, ensure GPU availability, but can also function in CPU mode if necessary.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eEmbark on a journey through advanced geospatial analysis with our AI Geospatial Imagery Detection skill. Experience unparalleled accuracy in object detection and transform how you interact with geospatial data.\u003c\/p\u003e\n\u003c!-- mcpcart:static-blocks:start --\u003e\n\u003chr\u003e\n\u003ch3\u003eSource \u0026amp; Licence\u003c\/h3\u003e\n\u003cp\u003eThis package is built on open-source work published by \u003cstrong\u003eopengeos\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/opengeos\/geoai-skills\" rel=\"nofollow noopener\" target=\"_blank\"\u003eopengeos\/geoai-skills\u003c\/a\u003e) and distributed under \u003cstrong\u003eMIT\u003c\/strong\u003e. The original licence text and copyright notice are included in your download.\u003c\/p\u003e\n\u003cp\u003ePersonal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.\u003c\/p\u003e\n\u003cp\u003eYour purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.\u003c\/p\u003e\n\u003ch3\u003eDelivery \u0026amp; Support\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cstrong\u003eDelivery:\u003c\/strong\u003e instant — a secure download link is emailed to you as soon as payment is confirmed.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eFormat:\u003c\/strong\u003e ZIP archive containing the skill files, documentation and the original licence.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eSupport:\u003c\/strong\u003e \u003ca href=\"mailto:support@mcpcart.com\"\u003esupport@mcpcart.com\u003c\/a\u003e — we aim to reply within 2 business days.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eUpdates:\u003c\/strong\u003e updates are included only where stated on this page.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch3\u003eRefunds\u003c\/h3\u003e\n\u003cp\u003eThis is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.\u003c\/p\u003e\n\u003cp style=\"font-size:0.85em;color:#666;\"\u003eClaude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.\u003c\/p\u003e\n\u003c!-- mcpcart:static-blocks:end --\u003e","brand":"MCP Cart","offers":[{"title":"Default Title","offer_id":52732258025783,"sku":"MCP-OPENGEOS-GEOAI-SKILLS-DETECT-OBJECTS","price":22.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/zpRMckOWcawpXNlN30fQ1_ff6712da91fe4399839deb71b5eba4c2.jpg?v=1785240183","url":"https:\/\/mcpcart.com\/products\/ai-geospatial-imagery-detection-buildings-cars-more","provider":"SPF PRO","version":"1.0","type":"link"}