{"id":105258,"date":"2026-09-15T07:24:46","date_gmt":"2026-09-14T23:24:46","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/105258.html"},"modified":"2026-09-15T07:24:46","modified_gmt":"2026-09-14T23:24:46","slug":"%e6%88%91%e6%89%ab%e4%ba%86-qgis-%e6%8f%92%e4%bb%b6%e4%bb%93%e5%ba%93-112-%e4%b8%aa-ai-%e6%8f%92%e4%bb%b6%ef%bc%9a%e7%83%ad%e5%ba%a6%e7%ac%ac%e4%b8%80%e5%90%8d%e4%b8%8d%e6%98%af-sam%ef%bc%8c%e8%80%8c","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/105258.html","title":{"rendered":"\u6211\u626b\u4e86 QGIS \u63d2\u4ef6\u4ed3\u5e93 112 \u4e2a AI \u63d2\u4ef6\uff1a\u70ed\u5ea6\u7b2c\u4e00\u540d\u4e0d\u662f SAM\uff0c\u800c\u662f\u5b83"},"content":{"rendered":"<p>\u6211\u626b\u4e86 QGIS \u5b98\u65b9\u63d2\u4ef6\u4ed3\u5e93 9 \u4e2a AI \u76f8\u5173\u6807\u7b7e&#xff0c;\u53bb\u91cd\u540e 112 \u4e2a AI \u63d2\u4ef6&#xff0c;\u6309\u771f\u5b9e\u4e0b\u8f7d\u91cf\u6392\u4e86\u4e2a\u699c\u3002\u731c\u731c\u70ed\u5ea6\u7b2c\u4e00\u540d\u662f\u8c01&#xff1f;\u4e0d\u662f SAM \u5206\u5272&#xff0c;\u4e0d\u662f\u5bf9\u8bdd\u52a9\u624b\u2014\u2014\u662f 264 \u4e07\u4e0b\u8f7d\u7684\u4f20\u7edf\u9065\u611f\u5206\u7c7b\u63d2\u4ef6\u3002<\/p>\n<h3>\u70ed\u5ea6\u5206\u5c42\u5168\u666f<\/h3>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260914232440-6aa88238e4575.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u4e0b\u8f7d\u91cf\u662f\u300c\u6c89\u6dc0\u9700\u6c42\u300d\u4e0d\u662f\u300c\u65b0\u70ed\u5ea6\u300d\u2014\u2014\u4f20\u7edf\u5206\u7c7b\u9738\u699c\u8bf4\u660e\u5b83\u662f\u57fa\u672c\u76d8&#xff0c;SAM \u548c LLM \u90a3\u6279\u65b0\u52bf\u529b\u4e0b\u8f7d\u91cf\u8fd8\u5728\u5343\u7ea7&#xff0c;\u4f46\u90a3\u662f\u660e\u5929\u7684\u4e3b\u6218\u573a\u3002<\/p>\n<h3>\u7b2c\u4e00\u5c42&#xff1a;\u4f20\u7edf\u9065\u611f ML \u5206\u7c7b\u9738\u699c<\/h3>\n<p>\u70ed\u5ea6\u524d\u51e0\u540d\u6e05\u4e00\u8272\u4f20\u7edf\u673a\u5668\u5b66\u4e60\u5206\u7c7b&#xff0c;\u8fd9\u5927\u6982\u662f\u591a\u6570\u8bfb\u8005\u6ca1\u6599\u5230\u7684\u3002<\/p>\n<p>Semi-Automatic Classification Plugin&#xff08;SCP&#xff09;264 \u4e07\u4e0b\u8f7d\u65ad\u5c42\u7b2c\u4e00&#xff0c;\u8001\u724c\u9065\u611f\u5f71\u50cf\u5206\u7c7b\u5de5\u5177&#xff0c;v9 \u8d77\u5185\u7f6e\u795e\u7ecf\u7f51\u7edc\u3002dzetsaka \u6539\u540d\u6210\u4e86\u300cAI-Powered Remote Sensing Classification\u300d&#xff0c;24 \u4e07\u4e0b\u8f7d&#xff0c;\u5185\u7f6e\u968f\u673a\u68ee\u6797\u3001SVM\u3001XGBoost\u3001LightGBM\u3001MLP \u7b49 11 \u79cd\u7b97\u6cd5&#xff0c;\u8fd8\u80fd\u81ea\u52a8\u8c03\u53c2\u3002Mapflow 20.5 \u4e07\u4e0b\u8f7d&#xff0c;\u662f\u5546\u4e1a\u7684 AI \u5efa\u7b51\/\u9053\u8def\u6279\u91cf\u63d0\u53d6\u3002<\/p>\n<p>\u8fd9\u4e09\u8005\u7684\u5171\u540c\u70b9&#xff1a;\u90fd\u662f\u300c\u7ed9\u50cf\u7d20\u5206\u7c7b\u3001\u628a\u5730\u7269\u63d0\u51fa\u6765\u300d\u7684\u6210\u719f\u80fd\u529b&#xff0c;\u88ab\u7528\u4e86\u5f88\u591a\u5e74\u3002\u4e0b\u8f7d\u91cf\u8bc1\u660e\u7684\u662f\u6c89\u6dc0\u591a\u5e74\u7684\u771f\u5b9e\u9700\u6c42&#xff0c;\u4e0d\u662f 2026 \u7684\u65b0\u4e1c\u897f\u3002<\/p>\n<h3>\u7b2c\u4e8c\u5c42&#xff1a;\u4e3b\u6d41 AI \u63d2\u4ef6&#xff08;\u5341\u4e07\u7ea7&#xff09;<\/h3>\n<p>\u5341\u4e07\u7ea7\u8fd9\u4e00\u6863\u662f\u771f\u6b63\u7684\u4e3b\u6d41 AI \u63d2\u4ef6&#xff0c;\u5404\u7ba1\u4e00\u644a&#xff1a;<\/p>\n<ul>\n<li>Deepness 8.5 \u4e07\u2014\u2014\u8dd1\u4efb\u610f ONNX \u6a21\u578b&#xff0c;\u5206\u5272\/\u68c0\u6d4b\/\u56de\u5f52\/\u8d85\u5206\u90fd\u884c&#xff0c;\u81ea\u5e26\u6a21\u578b\u5e93\u3002<\/li>\n<li>GeoAI 6.1 \u4e07&#xff08;Qiusheng Wu \u51fa\u54c1&#xff09;\u2014\u2014SAM \u5206\u5272 &#043; DeepForest \u6811\u51a0 &#043; \u6c34\u4f53\u63a9\u819c &#043; \u5b9e\u4f8b\u5206\u5272\u7684\u672c\u5730\u5de5\u5177\u7bb1&#xff0c;MIT \u534f\u8bae\u514d\u8d39\u3002<\/li>\n<li>Bunting Labs AI Vectorizer 9.7 \u4e07\u2014\u2014\u4ea4\u4e92\u5f0f AI \u77e2\u91cf\u5316&#xff0c;\u63cf\u7ebf\u5feb 2-3 \u500d&#xff0c;\u8ba2\u9605\u5236\u3002<\/li>\n<li>EnMAP-Box 3 12.7 \u4e07\u2014\u2014\u9ad8\u5149\u8c31\u6570\u636e\u5206\u6790 &#043; \u673a\u5668\u5b66\u4e60\u3002<\/li>\n<li>AI Segmentation by TerraLab 5.5 \u4e07\u2014\u2014\u753b\u533a\u57df\u3001\u6253\u5b57\u63d0\u5bf9\u8c61&#xff0c;\u5546\u7528\u4e91\u7aef SAM\u3002<\/li>\n<\/ul>\n<p>\u8fd9\u4e00\u6863\u662f\u300c\u60f3\u7528 AI \u53c8\u4e0d\u6298\u817e\u300d\u7684\u4e3b\u6d41\u9009\u62e9&#xff0c;\u672c\u5730\u514d\u8d39&#xff08;GeoAI\/Deepness&#xff09;\u548c\u4e91\u7aef\u7701\u4e8b&#xff08;TerraLab\/Bunting&#xff09;\u4e24\u6761\u8def\u7ebf\u90fd\u5728\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260914232441-6aa88239b37a6.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h3>\u7b2c\u4e8c\u5c42&#xff1a;\u4e3b\u6d41 AI \u63d2\u4ef6&#xff08;\u5341\u4e07\u7ea7&#xff09;<\/h3>\n<p>\u5341\u4e07\u7ea7\u8fd9\u4e00\u6863\u662f\u771f\u6b63\u7684\u4e3b\u6d41 AI \u63d2\u4ef6&#xff0c;\u5404\u7ba1\u4e00\u644a&#xff1a;<\/p>\n<ul>\n<li>Deepness 8.5 \u4e07\u2014\u2014\u8dd1\u4efb\u610f ONNX \u6a21\u578b&#xff0c;\u5206\u5272\/\u68c0\u6d4b\/\u56de\u5f52\/\u8d85\u5206\u90fd\u884c&#xff0c;\u81ea\u5e26\u6a21\u578b\u5e93\u3002<\/li>\n<li>GeoAI 6.1 \u4e07&#xff08;Qiusheng Wu \u51fa\u54c1&#xff09;\u2014\u2014SAM \u5206\u5272 &#043; DeepForest \u6811\u51a0 &#043; \u6c34\u4f53\u63a9\u819c &#043; \u5b9e\u4f8b\u5206\u5272\u7684\u672c\u5730\u5de5\u5177\u7bb1&#xff0c;MIT \u534f\u8bae\u514d\u8d39\u3002<\/li>\n<li>Bunting Labs AI Vectorizer 9.7 \u4e07\u2014\u2014\u4ea4\u4e92\u5f0f AI \u77e2\u91cf\u5316&#xff0c;\u63cf\u7ebf\u5feb 2-3 \u500d&#xff0c;\u8ba2\u9605\u5236\u3002<\/li>\n<li>EnMAP-Box 3 12.7 \u4e07\u2014\u2014\u9ad8\u5149\u8c31\u6570\u636e\u5206\u6790 &#043; \u673a\u5668\u5b66\u4e60\u3002<\/li>\n<li>AI Segmentation by TerraLab 5.5 \u4e07\u2014\u2014\u753b\u533a\u57df\u3001\u6253\u5b57\u63d0\u5bf9\u8c61&#xff0c;\u5546\u7528\u4e91\u7aef SAM\u3002<\/li>\n<\/ul>\n<p>\u8fd9\u4e00\u6863\u662f\u300c\u60f3\u7528 AI \u53c8\u4e0d\u6298\u817e\u300d\u7684\u4e3b\u6d41\u9009\u62e9&#xff0c;\u672c\u5730\u514d\u8d39&#xff08;GeoAI\/Deepness&#xff09;\u548c\u4e91\u7aef\u7701\u4e8b&#xff08;TerraLab\/Bunting&#xff09;\u4e24\u6761\u8def\u7ebf\u90fd\u5728\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260914232442-6aa8823a61361.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h3>\u7b2c\u4e09\u5c42&#xff1a;\u65b0\u52bf\u529b SAM \u5206\u5272&#xff08;\u70ed\u5ea6\u8fd8\u6ca1\u8d77\u6765&#xff09;<\/h3>\n<p>SAM \u5206\u5272\u63d2\u4ef6\u5728\u4e0b\u8f7d\u91cf\u4e0a\u5e76\u4e0d\u663e\u773c&#xff0c;\u4f46\u8fd9\u662f\u6700\u503c\u5f97\u76ef\u7684\u4e00\u6863&#xff1a;<\/p>\n<table>\n<tr>\u63d2\u4ef6\u4e0b\u8f7d\u7279\u70b9<\/tr>\n<tbody>\n<tr>\n<td>GeoOSAM<\/td>\n<td>1.6 \u4e07<\/td>\n<td>SAM \u70b9\/\u6846\/\u6587\u672c\u63d0\u793a&#xff0c;GPU\/CPU \u53cc\u8def\u7ebf<\/td>\n<\/tr>\n<tr>\n<td>SamGeo<\/td>\n<td>7258<\/td>\n<td>\u6587\u672c\u63d0\u793a\u5206\u5272&#xff08;\u6253\u300cbuilding\u300d\u76f4\u63a5\u51fa&#xff09;<\/td>\n<\/tr>\n<tr>\n<td>Geo SAM<\/td>\n<td>2694<\/td>\n<td>\u4e2d\u6587\u754c\u9762&#xff0c;\u7eaf CPU \u5b9e\u65f6\u5206\u5272<\/td>\n<\/tr>\n<tr>\n<td>SamGIS<\/td>\n<td>1564<\/td>\n<td>\u672c\u5730 SAM2&#xff0c;ONNX \u79bb\u7ebf<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u5b83\u4eec\u4e00\u5171\u624d\u51e0\u4e07\u4e0b\u8f7d&#xff0c;\u8ddf SCP \u7684 264 \u4e07\u5dee\u4e86\u4e09\u4e2a\u6570\u91cf\u7ea7\u3002\u4f46\u65b9\u5411\u5f88\u660e\u786e&#xff1a;\u4e00\u53e5\u8bdd\u3001\u4e00\u70b9\u51fb\u5c31\u80fd\u5206\u5272\u5f71\u50cf\u5e76\u8f6c\u77e2\u91cf&#xff0c;\u6807\u6ce8\u6210\u672c\u4ece\u300c\u9010\u7b14\u624b\u753b\u300d\u53d8\u6210\u300c\u5bf9\u8bdd\u5f0f\u300d\u2014\u2014\u8fd9\u6b63\u662f\u6211\u5728\u300a\u751f\u6210\u5f0f\u9065\u611f\u300b\u91cc\u8bf4\u7684\u6807\u6ce8\u74f6\u9888\u7684\u684c\u9762\u7aef\u89e3\u836f\u3002\u4e0b\u8f7d\u91cf\u5c0f\u53ea\u662f\u56e0\u4e3a\u5b83\u65b0&#xff0c;\u4e0d\u662f\u56e0\u4e3a\u5b83\u6ca1\u7528\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260914232443-6aa8823b69698.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h3>\u7b2c\u56db\u5c42&#xff1a;LLM \u5bf9\u8bdd\u4e0e agent&#xff08;\u8fd8\u5728\u8d77\u6b65&#xff09;<\/h3>\n<p>\u8ba9 LLM \u76f4\u63a5\u64cd\u4f5c QGIS \u7684\u63d2\u4ef6\u4e5f\u5192\u51fa\u6765\u4e86&#xff0c;\u4e0b\u8f7d\u91cf\u66f4\u5c0f\u4f46\u5bc6\u5ea6\u9ad8&#xff1a;OpenGeoAgent&#xff08;8556&#xff0c;\u9879\u76ee\u611f\u77e5\u3001\u80fd\u6267\u884c PyQGIS&#xff09;\u3001GeoAgent&#xff08;5353&#xff09;\u3001QGIS AI Assistant&#xff08;1808&#xff09;\u3001AgenticGIS&#xff08;2728&#xff09;\u3002\u8fd9\u4e9b\u63d2\u4ef6\u8ba9 QGIS \u9762\u677f\u91cc\u80fd\u8ddf AI \u5bf9\u8bdd\u3001\u8ba9\u5b83\u8bfb\u56fe\u5c42\u3001\u6539\u6837\u5f0f\u3001\u8dd1\u5206\u6790\u3002<\/p>\n<p>\u5224\u65ad\u4e00\u53e5&#xff1a;LLM \u64cd\u4f5c QGIS \u8fd8\u5728\u5730\u6b65\u9636\u6bb5&#xff0c;\u4f46\u65b9\u5411\u660e\u786e\u2014\u2014\u4ece\u300c\u811a\u672c\u52a9\u624b\u300d\u5230\u300c\u9879\u76ee\u7ea7 agent\u300d&#xff0c;\u53ea\u5dee\u4e00\u4e2a\u5b89\u5168\u95e8\u69db\u7684\u6807\u51c6\u5316\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260914232444-6aa8823c317ef.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h3>\u5b98\u65b9\u80fd\u529b\u4e13\u8bb2&#xff1a;QGIS MCP<\/h3>\n<p>3.8 \u4e07\u4e0b\u8f7d\u7684 QGIS MCP \u503c\u5f97\u5355\u72ec\u8bb2\u2014\u2014\u5b83\u662f QGIS \u751f\u6001\u91cc MCP \u80fd\u529b\u7684\u6b63\u4e3b&#xff0c;\u4f5c\u8005 Nicolas Karasiak \u5c31\u662f\u524d\u9762 dzetsaka \u7684\u4f5c\u8005\u3002<\/p>\n<p>\u67b6\u6784\u662f\u4e09\u5c42&#xff1a;QGIS \u5185\u90e8\u8dd1\u4e00\u4e2a\u975e\u963b\u585e TCP socket \u63d2\u4ef6&#xff0c;\u5916\u90e8 MCP server \u7528 FastMCP \u628a QGIS \u64cd\u4f5c\u66b4\u9732\u6210\u5de5\u5177&#xff0c;Claude \u8fd9\u7c7b\u5ba2\u6237\u7aef\u901a\u8fc7\u6807\u51c6 MCP \u534f\u8bae\u8fde\u4e0a\u53bb\u3002118 \u4e2a MCP \u5de5\u5177\u8986\u76d6\u9879\u76ee\u3001\u56fe\u5c42\u3001\u8981\u7d20\u3001\u6837\u5f0f\u3001\u6e32\u67d3\u3001\u5904\u7406\u7b97\u6cd5\u3001\u5e03\u5c40\u56fe\u96c6\u3001SQL \u67e5\u8be2\u3001\u63d2\u4ef6\u7ba1\u7406\u3001\u7cfb\u7edf\u8bca\u65ad&#xff1b;\u7834\u574f\u6027\u5de5\u5177\u8d70\u786e\u8ba4&#xff08;elicitation&#xff09;&#xff0c;\u4e0d\u4f1a\u81ea\u4f5c\u4e3b\u5f20\u6539\u6570\u636e\u3002\u5b83\u8fd8\u63d0\u4f9b compound \u6a21\u5f0f&#xff0c;\u628a 118 \u4e2a\u5de5\u5177\u5408\u5e76\u6210 27 \u4e2a\u5206\u7ec4\u5de5\u5177&#xff0c;\u7701\u5bf9\u8bdd\u5f00\u9500\u3002<\/p>\n<p>\u652f\u6301\u5ba2\u6237\u7aef\u4e00\u5927\u4e32&#xff1a;Claude Code\u3001Claude Desktop\u3001Codex\u3001Gemini CLI\u3001Kimi Code CLI\u3001Copilot CLI\u3001LM Studio\u3001Cursor \u90fd\u6709\u3002\u4e5f\u5c31\u662f\u8bf4&#xff0c;\u4f60\u5728\u4efb\u4f55\u4e3b\u6d41 agent \u91cc\u8bf4\u4e00\u53e5\u300c\u628a\u8fd9\u4efd\u5f71\u50cf\u7684\u5efa\u7b51\u5bfc\u51fa\u6765\u300d&#xff0c;QGIS \u5c31\u80fd\u771f\u7684\u88ab\u6267\u884c\u3002\u8fd9\u6b63\u597d\u63a5\u4e0a\u6211\u5728\u300aGeo&#043;AI \u5e94\u7528\u5e95\u5c42\u6280\u672f\u6808\u62c6\u89e3\u300b\u91cc\u62c6\u7684 MCP \u5c42\u2014\u2014Esri\u3001\u8d85\u56fe\u5728\u505a&#xff0c;\u5f00\u6e90 GIS \u684c\u9762\u4e5f\u8865\u4e0a\u4e86\u3002<\/p>\n<p>\u987a\u4fbf\u8bf4\u6e05\u4e00\u4ef6\u4e8b&#xff1a;QGIS 4.0\u300cNorrk\u00f6ping\u300d\u4eca\u5e74 3 \u6708\u53d1\u5e03&#xff0c;\u6838\u5fc3\u662f Qt5 \u5230 Qt6 \u8fc1\u79fb&#xff0c;\u5b98\u65b9\u6ca1\u6709\u53d1\u5e03 AI \u529f\u80fd\u8def\u7ebf\u56fe\u2014\u2014\u6240\u4ee5 QGIS \u7684 AI \u80fd\u529b&#xff0c;\u5b9e\u9645\u662f\u9760 MCP \u63d2\u4ef6 &#043; \u751f\u6001\u63d2\u4ef6\u6491\u8d77\u6765\u7684&#xff0c;\u5b98\u65b9\u62bc\u6ce8\u7684\u662f\u8ba9\u751f\u6001\u63a5\u8fdb\u6765&#xff0c;\u800c\u4e0d\u662f\u81ea\u5df1\u505a\u4e00\u5957 AI\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260914232444-6aa8823ce7b7e.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h3>\u4e09\u4e2a\u624e\u773c\u89c2\u5bdf<\/h3>\n<li>\u70ed\u5ea6\u548c\u65b0\u52bf\u529b\u4e25\u91cd\u9519\u4f4d\u2014\u2014\u4e0b\u8f7d\u91cf\u699c\u7b2c\u4e00\u662f\u4f20\u7edf ML \u5206\u7c7b&#xff08;264 \u4e07&#xff09;&#xff0c;SAM \u548c LLM \u90a3\u6279\u65b0\u4e1c\u897f\u8fd8\u5728\u5343\u7ea7\u3002\u9009\u63d2\u4ef6\u770b\u4e0b\u8f7d\u91cf&#xff0c;\u9009\u7684\u662f\u6210\u719f\u5ea6&#xff1b;\u770b\u8d8b\u52bf&#xff0c;\u5f97\u770b\u589e\u901f\u90a3\u680f\u3002<\/li>\n<li>QGIS MCP \u9a8c\u8bc1\u4e86\u5b98\u65b9\u80fd\u529b\u9700\u6c42\u2014\u2014\u4e00\u4e2a MCP \u63d2\u4ef6\u80fd\u5230 3.8 \u4e07\u4e0b\u8f7d\u3001276&#043; \u7968&#xff0c;\u8bf4\u660e\u300c\u8ba9 AI \u64cd\u4f5c QGIS\u300d\u4e0d\u662f\u6982\u5ff5&#xff0c;\u662f\u771f\u5b9e\u9700\u6c42\u3002<\/li>\n<li>Karasiak \u4e00\u4e2a\u4eba\u8d21\u732e\u4e86\u4e24\u4e2a\u6838\u5fc3\u2014\u2014dzetsaka&#xff08;\u5206\u7c7b&#xff09;&#043; QGIS MCP&#xff08;agent \u6865&#xff09;&#xff0c;\u8fd9\u4e2a\u751f\u6001\u7684\u6838\u5fc3\u4f4d\u7f6e\u662f\u88ab\u4e00\u4e2a\u4eba\u5360\u7740\u7684\u3002<\/li>\n<h3>\u96f6\u6210\u672c\u4e0a\u624b\u8def\u5f84<\/h3>\n<p>\u56db\u6761\u7ebf\u4eca\u5929\u5c31\u80fd\u514d\u8d39\u4f53\u9a8c&#xff1a;<\/p>\n<ul>\n<li>\u5206\u7c7b&#xff1a;\u88c5 dzetsaka&#xff0c;\u4e00\u5f20\u5f71\u50cf &#043; \u4e00\u4e2a ROI \u5c31\u80fd\u8dd1\u51fa\u5206\u7c7b\u7ed3\u679c\u3002<\/li>\n<li>\u5206\u5272&#xff1a;\u88c5 GeoAI \u6216 Geo SAM&#xff0c;\u5bf9\u7740\u4e00\u5f20\u6b63\u5c04\u5f71\u50cf\u70b9\u4e00\u4e0b\/\u6253\u4e00\u53e5&#xff0c;\u8f6c\u77e2\u91cf\u5b58 GeoPackage\u2014\u2014\u5168\u672c\u5730\u3001\u514d\u6ce8\u518c\u3002<\/li>\n<li>\u5bf9\u8bdd&#xff1a;\u88c5 OpenGeoAgent&#xff0c;\u6a21\u578b\u9009 Ollama&#xff08;\u672c\u5730\u8dd1\u5f00\u6e90\u6a21\u578b&#xff09;\u6216\u4efb\u610f\u6709 key \u7684 API\u3002<\/li>\n<li>MCP&#xff1a;\u88c5 QGIS MCP \u63d2\u4ef6 &#043; uvx \u8dd1 MCP server&#xff0c;\u7528 Claude Code \u8fde\u4e0a\u53bb&#xff0c;\u8bd5\u8bd5\u300c\u603b\u7ed3\u5f53\u524d\u9879\u76ee\u56fe\u5c42\u300d\u3002<\/li>\n<\/ul>\n<h3>\u6311\u6218\u4e0e\u8fb9\u754c<\/h3>\n<p>\u4e09\u4e2a\u8981\u6cfc\u7684\u51b7\u6c34\u3002\u7b2c\u4e00&#xff0c;\u4e0b\u8f7d\u91cf\u4e0d\u4fdd\u8bc1\u597d\u7528\u2014\u2014SCP 264 \u4e07\u4e5f\u6709\u5927\u91cf\u300c\u534f\u65b9\u5dee\u5947\u5f02\u300d\u62b1\u6028&#xff0c;\u9009\u578b\u6700\u7ec8\u770b\u5b9e\u6d4b\u3002\u7b2c\u4e8c&#xff0c;\u5bf9\u8bdd\u63d2\u4ef6\u6709\u63d0\u793a\u6ce8\u5165\u98ce\u9669\u2014\u2014\u5b83\u8bfb\u9879\u76ee\u3001\u6267\u884c\u811a\u672c&#xff0c;\u88ab\u6076\u610f\u56fe\u5c42\u5185\u5bb9\u8bf1\u5bfc\u53ef\u80fd\u5e72\u4e0d\u8be5\u5e72\u7684\u4e8b&#xff0c;\u786e\u8ba4\u95e8\u69db\u4e0d\u80fd\u7701\u3002\u7b2c\u4e09&#xff0c;\u4e91\u7aef\u670d\u52a1\u6570\u636e\u51fa\u5883\u2014\u2014\u5f71\u50cf\u53d1\u7ed9\u7b2c\u4e09\u65b9\u670d\u52a1\u5668\u7684\u573a\u666f&#xff0c;\u6d89\u5bc6\u9879\u76ee\u76f4\u63a5\u7528\u672c\u5730\u65b9\u6848\u3002<\/p>\n<h3>\u7ed3\u8bba<\/h3>\n<p>QGIS \u7684 AI \u63d2\u4ef6,\u603b\u7684\u6765\u8bf4&#xff1a;<\/p>\n<li>\u4f20\u7edf ML \u5206\u7c7b\u662f\u57fa\u672c\u76d8\u2014\u2014SCP 264 \u4e07\u3001dzetsaka 24 \u4e07&#xff0c;\u4e0b\u8f7d\u91cf\u662f\u6c89\u6dc0\u591a\u5e74\u7684\u771f\u5b9e\u9700\u6c42\u3002<\/li>\n<li>SAM \u548c LLM \u662f\u589e\u91cf\u2014\u2014\u4e0b\u8f7d\u91cf\u8fd8\u5728\u5343\u7ea7&#xff0c;\u4f46\u90a3\u662f\u660e\u5929\u7684\u4e3b\u6218\u573a\u3002<\/li>\n<li>QGIS MCP \u662f\u5b98\u65b9\u62bc\u6ce8\u7684\u80fd\u529b\u2014\u2014118 \u4e2a\u5de5\u5177\u30013.8 \u4e07\u4e0b\u8f7d&#xff0c;QGIS \u4ece\u8f6f\u4ef6\u53d8\u6210 agent \u80fd\u529b\u7684\u5206\u6c34\u5cad\u5728\u8fd9\u91cc\u3002<\/li>\n<li>\u9009\u63d2\u4ef6\u770b\u4e0b\u8f7d\u91cf &#061; \u770b\u6210\u719f\u5ea6&#xff0c;\u770b\u8d8b\u52bf\u5f97\u770b\u589e\u901f\u2014\u2014\u4e24\u8005\u4e0d\u662f\u4e00\u56de\u4e8b&#xff0c;\u522b\u7528\u540c\u4e00\u4e2a\u6807\u51c6\u9009\u3002<\/li>\n<h3>\u53c2\u8003\u6765\u6e90<\/h3>\n<ul>\n<li>QGIS MCP \u63d2\u4ef6\u9875&#xff1a;https:\/\/plugins.qgis.org\/plugins\/qgis_mcp_plugin\/<\/li>\n<li>QGIS MCP GitHub&#xff08;nkarasiak\/qgis-mcp&#xff09;&#xff1a;https:\/\/github.com\/nkarasiak\/qgis-mcp<\/li>\n<li>QGIS MCP \u6559\u7a0b&#xff08;MappingGIS&#xff09;&#xff1a;https:\/\/mappinggis.com\/2026\/04\/qgis-mcp-conecta-claude-ai-con-qgis-y-automatiza-tu-flujo-de-trabajo\/<\/li>\n<li>QGIS \u63d2\u4ef6\u4ed3\u5e93 deep-learning tag&#xff1a;https:\/\/plugins.qgis.org\/plugins\/tags\/deep-learning\/<\/li>\n<li>QGIS \u63d2\u4ef6\u4ed3\u5e93 ai tag&#xff1a;https:\/\/plugins.qgis.org\/plugins\/tags\/ai\/<\/li>\n<li>QGIS \u63d2\u4ef6\u4ed3\u5e93 mcp tag&#xff1a;https:\/\/plugins.qgis.org\/plugins\/tags\/mcp\/<\/li>\n<li>GeoAI&#xff08;Qiusheng Wu&#xff09;&#xff1a;https:\/\/github.com\/opengeos\/qgis-plugins<\/li>\n<li>OpenGeoAgent&#xff1a;https:\/\/plugins.qgis.org\/plugins\/open_geoagent\/<\/li>\n<li>Geo SAM&#xff1a;https:\/\/plugins.qgis.org\/plugins\/GeoSAM\/<\/li>\n<li>dzetsaka&#xff08;Nicolas Karasiak&#xff09;&#xff1a;https:\/\/plugins.qgis.org\/plugins\/author\/Nicolas%20Karasiak\/<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u6211\u626b\u4e86 QGIS \u5b98\u65b9\u63d2\u4ef6\u4ed3\u5e93 9 \u4e2a AI \u76f8\u5173\u6807\u7b7e&#xff0c;\u53bb\u91cd\u540e 112 \u4e2a AI \u63d2\u4ef6&#xff0c;\u6309\u771f\u5b9e\u4e0b\u8f7d\u91cf\u6392\u4e86\u4e2a\u699c\u3002\u731c\u731c\u70ed\u5ea6\u7b2c\u4e00\u540d\u662f\u8c01&#xff1f;\u4e0d\u662f SAM \u5206\u5272&#xff0c;\u4e0d\u662f\u5bf9\u8bdd\u52a9\u624b\u2014\u2014\u662f 264 \u4e07\u4e0b\u8f7d\u7684\u4f20\u7edf\u9065\u611f\u5206\u7c7b\u63d2\u4ef6\u3002<br \/>\n\u70ed\u5ea6\u5206\u5c42\u5168\u666f\u4e0b\u8f7d\u91cf\u662f\u300c\u6c89\u6dc0\u9700\u6c42\u300d\u4e0d\u662f\u300c\u65b0\u70ed\u5ea6\u300d\u2014\u2014\u4f20\u7edf\u5206\u7c7b\u9738\u699c\u8bf4\u660e\u5b83\u662f\u57fa\u672c\u76d8&#xff0c;SAM \u548c LLM 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