{"id":4869,"date":"2023-10-03T11:28:25","date_gmt":"2023-10-03T11:28:25","guid":{"rendered":"https:\/\/pointly.ai\/punktwolkenklassifikator-fuer-autobahnen\/"},"modified":"2025-09-16T10:00:03","modified_gmt":"2025-09-16T10:00:03","slug":"punktwolkenklassifikator-fuer-autobahnen","status":"publish","type":"post","link":"https:\/\/pointly.ai\/de\/punktwolkenklassifikator-fuer-autobahnen\/","title":{"rendered":"KI-Modell f\u00fcr Stra\u00dfennetze und Autobahnen"},"content":{"rendered":"<div id=\"anker\" class=\"fusion-container-anchor\"><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_2_3 2_3 fusion-two-third fusion-column-first\" style=\"--awb-bg-size:cover;width:66.666666666667%;width:calc(66.666666666667% - ( ( 4% ) * 0.66666666666667 ) );margin-right: 4%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-column-wrapper-legacy\"><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-separator fusion-clearfix\" style=\"float:left;margin-top:10px;margin-bottom:10px;width:100%;max-width:180px;\"><\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-text fusion-text-1\"><p><a href=\"https:\/\/pointly.ai\/de\/blog\/\">&lt; zur\u00fcck <i class=\"fb-icon-element-1 fb-icon-element fontawesome-icon fa-home fas circle-no fusion-text-flow\" style=\"--awb-iconcolor:#9eb014;--awb-iconcolor-hover:#d4e73b;--awb-font-size:32px;--awb-margin-right:16px;\"><\/i><\/a><\/p>\n<\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-separator fusion-clearfix\" style=\"float:left;margin-top:10px;margin-bottom:10px;width:100%;max-width:180px;\"><\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-image-element in-legacy-container\" style=\"--awb-caption-title-font-family:var(--h2_typography-font-family);--awb-caption-title-font-weight:var(--h2_typography-font-weight);--awb-caption-title-font-style:var(--h2_typography-font-style);--awb-caption-title-size:var(--h2_typography-font-size);--awb-caption-title-transform:var(--h2_typography-text-transform);--awb-caption-title-line-height:var(--h2_typography-line-height);--awb-caption-title-letter-spacing:var(--h2_typography-letter-spacing);\"><span class=\" fusion-imageframe imageframe-none imageframe-1 hover-type-none\"><img decoding=\"async\" width=\"800\" height=\"533\" alt=\"Titelbild mit einem 3D-gerenderten Stra\u00dfenschildern\" title=\"Highway Classifier Teaserbild\" src=\"https:\/\/pointly.ai\/wp-content\/uploads\/2023\/10\/Highway-Classifier-Teaserbild.png\" data-orig-src=\"https:\/\/pointly.ai\/wp-content\/uploads\/2023\/10\/Highway-Classifier-Teaserbild.png\" class=\"lazyload img-responsive wp-image-4471\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%27800%27%20height%3D%27533%27%20viewBox%3D%270%200%20800%20533%27%3E%3Crect%20width%3D%27800%27%20height%3D%27533%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/pointly.ai\/wp-content\/uploads\/2023\/10\/Highway-Classifier-Teaserbild-200x133.png 200w, https:\/\/pointly.ai\/wp-content\/uploads\/2023\/10\/Highway-Classifier-Teaserbild-400x267.png 400w, https:\/\/pointly.ai\/wp-content\/uploads\/2023\/10\/Highway-Classifier-Teaserbild-600x400.png 600w, https:\/\/pointly.ai\/wp-content\/uploads\/2023\/10\/Highway-Classifier-Teaserbild.png 800w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/span><\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-separator fusion-clearfix\" style=\"float:left;margin-top:10px;margin-bottom:10px;width:100%;max-width:180px;\"><\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-title title fusion-title-1 fusion-sep-none fusion-title-text fusion-title-size-one\" style=\"--awb-text-color:#1a434d;--awb-margin-top:25px;--awb-margin-bottom:10px;--awb-margin-top-small:0px;--awb-margin-right-small:0px;--awb-margin-bottom-small:20px;--awb-margin-left-small:0px;--awb-font-size:24px;\"><h1 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;font-size:1em;--fontSize:24;line-height:1.33;\"><strong><span style=\"color: #57b5c6; font-size: 40px; line-height: 42px;\">Vorstellung des Punktwolkenklassifikators von Pointly f\u00fcr Autobahnen<\/span><\/strong><\/h1><\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-separator fusion-clearfix\" style=\"float:left;margin-top:10px;margin-bottom:10px;width:100%;max-width:180px;\"><\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-text fusion-text-2\" style=\"--awb-font-size:14px;--awb-text-color:#9eb014;\"><p>erstmals ver\u00f6ffentlicht (EN): 03.10.2023<br \/>\n\u00fcbersetzt (DE): 02.09.2025<\/p>\n<\/div><div class=\"fusion-text fusion-text-3\"><p>In Zeiten gro\u00dfer Infrastrukturver\u00e4nderungen wird die Bedeutung pr\u00e4ziser 3D-Modelle immer gr\u00f6\u00dfer. In Bereichen wie der Stra\u00dfenverwaltung <strong>gibt es viele Details zu beachten<\/strong>, wie Verkehrszeichen, Vegetation, Schutzbarrieren oder Br\u00fccken. Das macht es noch schwieriger, Objekte aus Punktwolkenvermessungen zu erfassen, zu segmentieren und zu verarbeiten. Bei Pointly haben wir eine L\u00f6sung entwickelt, d<strong>ie eine Vielzahl typischer Probleme bei der Infrastrukturklassifizierung l\u00f6st<\/strong> und die Arbeit damit sofort vereinfacht.<\/p>\n<\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-separator fusion-clearfix\" style=\"float:left;margin-top:10px;margin-bottom:20px;width:100%;max-width:180px;\"><div class=\"fusion-separator-border sep-single sep-solid\" style=\"--awb-height:20px;--awb-amount:20px;--awb-sep-color:#1a434d;border-color:#1a434d;border-top-width:2px;\"><\/div><\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-title title fusion-title-2 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"--awb-text-color:#1a434d;--awb-margin-top:15px;--awb-margin-bottom:10px;--awb-margin-top-small:0px;--awb-margin-right-small:0px;--awb-margin-bottom-small:20px;--awb-margin-left-small:0px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:35;line-height:1.34;\"><span style=\"color: #57b5c6; font-size: 26px;\">Die Erstellung digitaler Zwillinge von Autobahnen ist jetzt noch einfacher!<\/span><\/h2><\/div><div class=\"fusion-text fusion-text-4\"><p>Die digitale Darstellung von Autobahnen war schon immer mit besonderen Herausforderungen verbunden. Die Genauigkeit der Segmentierung, die F\u00e4higkeit, bestimmte Gruppen von Objektklassen zu trennen, und vieles mehr waren schon immer ein Problem. Unser neuer Standard Classifier wurde <strong>speziell f\u00fcr Autobahnen entwickelt<\/strong> und <strong>gew\u00e4hrleistet eine schnelle und einfache Klassifizierung<\/strong> Ihrer Datens\u00e4tze.<\/p>\n<\/div><div class=\"fusion-image-element in-legacy-container\" style=\"--awb-caption-title-font-family:var(--h2_typography-font-family);--awb-caption-title-font-weight:var(--h2_typography-font-weight);--awb-caption-title-font-style:var(--h2_typography-font-style);--awb-caption-title-size:var(--h2_typography-font-size);--awb-caption-title-transform:var(--h2_typography-text-transform);--awb-caption-title-line-height:var(--h2_typography-line-height);--awb-caption-title-letter-spacing:var(--h2_typography-letter-spacing);\"><span class=\" fusion-imageframe imageframe-none imageframe-2 hover-type-none\"><img decoding=\"async\" width=\"1024\" height=\"576\" alt=\"Der Software-Screenshot zeigt 3D-gerenderte Objekte wie Autos und Verkehrszeichen.\" title=\"Screenshot 1\" src=\"https:\/\/pointly.ai\/wp-content\/uploads\/2023\/10\/Screenshot-1.png\" data-orig-src=\"https:\/\/pointly.ai\/wp-content\/uploads\/2023\/10\/Screenshot-1-1024x576.png\" class=\"lazyload img-responsive wp-image-4472\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%271920%27%20height%3D%271080%27%20viewBox%3D%270%200%201920%201080%27%3E%3Crect%20width%3D%271920%27%20height%3D%271080%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/pointly.ai\/wp-content\/uploads\/2023\/10\/Screenshot-1-200x113.png 200w, https:\/\/pointly.ai\/wp-content\/uploads\/2023\/10\/Screenshot-1-400x225.png 400w, https:\/\/pointly.ai\/wp-content\/uploads\/2023\/10\/Screenshot-1-600x338.png 600w, https:\/\/pointly.ai\/wp-content\/uploads\/2023\/10\/Screenshot-1-800x450.png 800w, https:\/\/pointly.ai\/wp-content\/uploads\/2023\/10\/Screenshot-1-1200x675.png 1200w, https:\/\/pointly.ai\/wp-content\/uploads\/2023\/10\/Screenshot-1.png 1920w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/span><\/div><div class=\"fusion-text fusion-text-5\" style=\"--awb-font-size:13px;--awb-line-height:18px;--awb-text-transform:none;--awb-text-color:var(--awb-color8);--awb-margin-top:16px;\"><p>Das manuelle Beschriften einer ganzen Autobahn ist eine m\u00fchsame und zeitaufw\u00e4ndige Aufgabe \u2013 die Sie jetzt automatisieren k\u00f6nnen!<\/p>\n<\/div><div class=\"fusion-title title fusion-title-3 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"--awb-text-color:#1a434d;--awb-margin-top:15px;--awb-margin-bottom:10px;--awb-margin-top-small:0px;--awb-margin-right-small:0px;--awb-margin-bottom-small:20px;--awb-margin-left-small:0px;\"><h3 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:30;line-height:1.3;\"><strong><span style=\"color: #57b5c6; font-size: 22px;\">Optimierung der Klassifizierung von Autobahnen<\/span><\/strong><\/h3><\/div><div class=\"fusion-text fusion-text-6\"><p>Unser trainierter Punktwolkenklassifikator f\u00fcr Autobahnen spart im Vergleich zur manuellen Kennzeichnung viel Zeit und automatisiert den gesamten Prozess mit hoher Genauigkeit. Nutzen Sie die folgenden Vorteile:<\/p>\n<ul>\n<li><strong>Skalierbare Parallelverarbeitung:<\/strong> Dank unseres aktuellen Modells dauert die Verarbeitung von Umfragedatens\u00e4tzen, die kilometerlange 3D-Punktwolken enthalten, nur noch wenige Stunden statt mehrere Tage.<\/li>\n<li><strong>Automatisierte Klassifizierung:<\/strong> Der Klassifikator verarbeitet die 3D-Daten auf intelligente Weise und sorgt daf\u00fcr, dass St\u00f6rungen wie Fahrzeugartefakte und \u00fcberm\u00e4\u00dfige Vegetation klassifiziert und leicht getrennt oder entfernt werden k\u00f6nnen. Manuelles Bereinigen oder Probleme im Zusammenhang mit verdeckenden Vegetationspunkten geh\u00f6ren der Vergangenheit an.<\/li>\n<li><strong>Oberfl\u00e4chensegmentierung: <\/strong>\u00dcber die reine Erfassung von Bilddaten oder Klassifizierung hinaus dringt unser System tief in die hierarchische Struktur der Punktwolken ein. Mithilfe von Deep Learning und Kontextinformationen ist der Klassifikator in der Lage, die Stra\u00dfenoberfl\u00e4che von angrenzendem Boden und anderen Objekten zu trennen und jeden Punkt innerhalb des \u00d6kosystems der Autobahn und ihrer Umgebung zu segmentieren.<\/li>\n<li><strong>Merkmalsextraktion:<\/strong> Autobahnen sind nicht nur asphaltierte Stra\u00dfenabschnitte. Sie sind \u00d6kosysteme voller Schilder, Leitplanken, Vegetation und vielem mehr. Unser Klassifikator sorgt daf\u00fcr, dass jede Klasse separat identifiziert wird, und nutzt vollst\u00e4ndig skalierbare Cloud-Verarbeitung.<\/li>\n<\/ul>\n<\/div><div class=\"fusion-builder-row fusion-builder-row-inner fusion-row\"><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-0 fusion_builder_column_inner_1_1 1_1 fusion-one-full fusion-column-first fusion-column-last\" style=\"--awb-padding-top:20px;--awb-padding-right:25px;--awb-padding-bottom:10px;--awb-padding-left:25px;--awb-bg-color:var(--awb-color3);--awb-bg-color-hover:var(--awb-color3);--awb-bg-size:cover;--awb-margin-bottom:16px;\" data-scroll-devices=\"small-visibility,medium-visibility,large-visibility\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-column-wrapper-legacy\"><div class=\"fusion-text fusion-text-7\" style=\"--awb-font-size:18px;\"><p>Innerhalb einer Stunde kann die Pointly-Plattform bis zu 90 Kilometer Autobahn klassifizieren!<\/p>\n<\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><\/div><div class=\"fusion-text fusion-text-8\"><p>Unser Modell erkennt jedes Detail wie Verkehrszeichen oder Vegetation, um eine korrekte Klassifizierung bei hochaufl\u00f6senden Scans von Autobahnen zu gew\u00e4hrleisten. Derzeit ist es <strong>f\u00fcr deutsche und \u00f6sterreichische Autobahnen optimiert<\/strong>, aber Erweiterungspl\u00e4ne sind bereits in Sicht. Eine der herausragenden Eigenschaften von Pointly ist seine Anpassungsf\u00e4higkeit. Durch die Nutzung der <strong>Leistungsf\u00e4higkeit des Transferlernens<\/strong> k\u00f6nnen sich unsere <strong>Klassifikatoren<\/strong> <strong>effizient an neue Datens\u00e4tze anpassen<\/strong>, was Pointly zu einer zukunftsf\u00e4higen L\u00f6sung macht.<\/p>\n<\/div><div class=\"fusion-image-element in-legacy-container\" style=\"--awb-caption-title-font-family:var(--h2_typography-font-family);--awb-caption-title-font-weight:var(--h2_typography-font-weight);--awb-caption-title-font-style:var(--h2_typography-font-style);--awb-caption-title-size:var(--h2_typography-font-size);--awb-caption-title-transform:var(--h2_typography-text-transform);--awb-caption-title-line-height:var(--h2_typography-line-height);--awb-caption-title-letter-spacing:var(--h2_typography-letter-spacing);\"><span class=\" fusion-imageframe imageframe-none imageframe-3 hover-type-none\"><img decoding=\"async\" width=\"1024\" height=\"576\" alt=\"Der Software-Screenshot zeigt 3D-gerenderte Objekte wie Autos und Br\u00fccken.\" title=\"Screenshot 2\" src=\"https:\/\/pointly.ai\/wp-content\/uploads\/2023\/10\/Screenshot-2.png\" data-orig-src=\"https:\/\/pointly.ai\/wp-content\/uploads\/2023\/10\/Screenshot-2-1024x576.png\" class=\"lazyload img-responsive wp-image-4473\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%271920%27%20height%3D%271080%27%20viewBox%3D%270%200%201920%201080%27%3E%3Crect%20width%3D%271920%27%20height%3D%271080%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/pointly.ai\/wp-content\/uploads\/2023\/10\/Screenshot-2-200x113.png 200w, https:\/\/pointly.ai\/wp-content\/uploads\/2023\/10\/Screenshot-2-400x225.png 400w, https:\/\/pointly.ai\/wp-content\/uploads\/2023\/10\/Screenshot-2-600x338.png 600w, https:\/\/pointly.ai\/wp-content\/uploads\/2023\/10\/Screenshot-2-800x450.png 800w, https:\/\/pointly.ai\/wp-content\/uploads\/2023\/10\/Screenshot-2-1200x675.png 1200w, https:\/\/pointly.ai\/wp-content\/uploads\/2023\/10\/Screenshot-2.png 1920w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 800px) 100vw, 1200px\" \/><\/span><\/div><div class=\"fusion-text fusion-text-9\" style=\"--awb-font-size:13px;--awb-line-height:18px;--awb-text-transform:none;--awb-text-color:var(--awb-color8);--awb-margin-top:16px;\"><p>W\u00e4hrend der Autobahnklassifikator f\u00fcr deutsche und \u00f6sterreichische Autobahnen trainiert ist, kann ein Klassifikator f\u00fcr andere Autobahnen durch Transferlernen trainiert werden.<\/p>\n<\/div><div class=\"fusion-text fusion-text-10\"><p><strong>Bei Pointly<\/strong> <strong>k\u00f6nnen wir die 3D-Punktwolkenklassifizierung an Ihre individuellen Daten anpassen<\/strong>, wobei bereits ein kleiner Beispieldatensatz ausreicht, um den Klassifizierungsprozess erheblich zu verbessern! Insbesondere Autobahnen k\u00f6nnen eine Herausforderung darstellen, da sie weltweit sehr unterschiedlich sind. Unser Klassifikator verarbeitet gro\u00dfe Mengen an Punktwolken mit einer un\u00fcbertroffenen Geschwindigkeit und stellt sicher, dass jeder Punkt und jedes Segment einer Autobahn analysiert wird, <strong>was ihn ideal f\u00fcr umfangreiche Segmentierungsaufgaben macht.<\/strong><\/p>\n<\/div><div class=\"fusion-title title fusion-title-4 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"--awb-text-color:#1a434d;--awb-margin-top:15px;--awb-margin-bottom:10px;--awb-margin-top-small:0px;--awb-margin-right-small:0px;--awb-margin-bottom-small:20px;--awb-margin-left-small:0px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:35;line-height:1.34;\"><span style=\"color: #57b5c6; font-size: 26px;\">Den Autobahnklassifikator selbst ausprobieren<\/span><\/h2><\/div><div class=\"fusion-text fusion-text-11\"><p>Wir bieten eine Reihe von Klassifikatoren an, die perfekt zu Ihrem Datensatz passen:<\/p>\n<ul>\n<li><a href=\"https:\/\/pointly.ai\/point-cloud-standard-classifier-automated-mapping-pointly\/\" target=\"_blank\" rel=\"noopener\">Punktwolken-Standardklassifikatoren<\/a> f\u00fcr die semantische Segmentierung zur Automatisierung der Klassifizierung f\u00fcr eine Vielzahl von Anwendungsf\u00e4llen.<\/li>\n<li>Speziell f\u00fcr die <a href=\"https:\/\/pointly.ai\/de\/leistungen-rund-um-3d-punktwolken\/individuelles-ki-modell-fuer-punktwolken-klassifizierung\/\" target=\"_blank\" rel=\"noopener\">Klassifizierung Ihres individuellen Anwendungsfalls<\/a> oder Projekts trainierter und getesteter Punktwolken-Custom-Classifier.<\/li>\n<\/ul>\n<p>Probieren Sie die Standard Classifiers doch einfach kostenlos aus! Laden Sie bis zu 3 Punktwolken hoch und \u00fcberzeugen Sie sich selbst von ihren F\u00e4higkeiten! Beginnen Sie Ihre Reise mit unserem <a href=\"https:\/\/pointly.ai\/#freeaccount\" target=\"_blank\" rel=\"noopener\"><strong>kostenlosen Konto.<\/strong><\/a><\/p>\n<\/div><div class=\"fusion-title title fusion-title-5 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"--awb-text-color:#1a434d;--awb-margin-top:15px;--awb-margin-bottom:10px;--awb-margin-top-small:0px;--awb-margin-right-small:0px;--awb-margin-bottom-small:20px;--awb-margin-left-small:0px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:35;line-height:1.34;\"><span style=\"color: #57b5c6; font-size: 26px;\">Beteiligen Sie sich!<\/span><\/h2><\/div><div class=\"fusion-text fusion-text-12\"><p>Haben Sie bereits Gelegenheit gehabt, unseren Standardklassifikator f\u00fcr Autobahnen zu verwenden? Haben Sie Fragen dazu, ob er f\u00fcr Ihren Datensatz geeignet ist? Sind Probleme aufgetreten? Wir bieten Ihnen L\u00f6sungen, die auf Ihre individuellen Bed\u00fcrfnisse zugeschnitten sind<strong>. <\/strong><a href=\"https:\/\/pointly.ai\/de\/kontakt\/\"><strong>Kontaktieren Sie uns!<\/strong><\/a><\/p>\n<\/div><div class=\"fusion-text fusion-text-13\"><p><strong><span style=\"color: #164552;\">Pointly \u2013 Point out what matters.<\/span><\/strong><\/p>\n<\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-separator fusion-clearfix\" style=\"float:left;margin-top:20px;margin-bottom:20px;width:100%;max-width:180px;\"><div class=\"fusion-separator-border sep-single sep-solid\" style=\"--awb-height:20px;--awb-amount:20px;--awb-sep-color:#1a434d;border-color:#1a434d;border-top-width:2px;\"><\/div><\/div><div class=\"fusion-sep-clear\"><\/div><a class=\"fusion-one-page-text-link\" href=\"https:\/\/pointly.ai\/de\/punktwolkenklassifikator-fuer-autobahnen\/#anker\">\u21e7 zur\u00fcck zum Anfang<\/a><div class=\"fusion-clearfix\"><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-1 fusion_builder_column_1_3 1_3 fusion-one-third fusion-column-last\" style=\"--awb-padding-right:5%;--awb-padding-left:5%;--awb-bg-color:#edf7f9;--awb-bg-color-hover:#edf7f9;--awb-bg-size:cover;width:33.333333333333%;width:calc(33.333333333333% - ( ( 4% ) * 0.33333333333333 ) );\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-column-wrapper-legacy\"><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"margin-left: auto;margin-right: auto;margin-top:90px;margin-bottom:20px;width:100%;\"><\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-image-element in-legacy-container\" style=\"--awb-caption-title-font-family:var(--h2_typography-font-family);--awb-caption-title-font-weight:var(--h2_typography-font-weight);--awb-caption-title-font-style:var(--h2_typography-font-style);--awb-caption-title-size:var(--h2_typography-font-size);--awb-caption-title-transform:var(--h2_typography-text-transform);--awb-caption-title-line-height:var(--h2_typography-line-height);--awb-caption-title-letter-spacing:var(--h2_typography-letter-spacing);\"><span class=\" fusion-imageframe imageframe-none imageframe-4 hover-type-none\"><img decoding=\"async\" width=\"606\" height=\"104\" alt=\"Pointly 3D-Punktwolkenklassifizierung\" title=\"logo_pointly_72dpi,rgb,web\" src=\"https:\/\/pointly.ai\/wp-content\/uploads\/2020\/03\/logo_pointly_72dpirgbweb-1.png\" data-orig-src=\"https:\/\/pointly.ai\/wp-content\/uploads\/2020\/03\/logo_pointly_72dpirgbweb-1.png\" class=\"lazyload img-responsive wp-image-4124\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%27606%27%20height%3D%27104%27%20viewBox%3D%270%200%20606%20104%27%3E%3Crect%20width%3D%27606%27%20height%3D%27104%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/pointly.ai\/wp-content\/uploads\/2020\/03\/logo_pointly_72dpirgbweb-1-200x34.png 200w, https:\/\/pointly.ai\/wp-content\/uploads\/2020\/03\/logo_pointly_72dpirgbweb-1-400x69.png 400w, https:\/\/pointly.ai\/wp-content\/uploads\/2020\/03\/logo_pointly_72dpirgbweb-1-600x103.png 600w, https:\/\/pointly.ai\/wp-content\/uploads\/2020\/03\/logo_pointly_72dpirgbweb-1.png 606w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 800px) 100vw, 400px\" \/><\/span><\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"margin-left: auto;margin-right: auto;margin-top:20px;margin-bottom:20px;width:100%;\"><\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-text fusion-text-14\"><div class=\"fusion-text kabel\"><strong><span style=\"color: #18464b; font-size: 24px;\">\u00dcber Pointly<\/span><\/strong><\/div>\n<\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"margin-left: auto;margin-right: auto;margin-top:10px;margin-bottom:10px;width:100%;\"><\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-text fusion-text-15\"><div class=\"fusion-text kabel\">\n<p>Pointly is an intelligent, cloud-based software solution to manage and classify 3D point clouds \u2013 faster and more precise than ever before.<\/p>\n<p>With Pointly Services you can get on-demand advanced 3D point cloud solutions tailormade for you.<\/p>\n<\/div>\n<\/div>\n<div class=\"fusion-text fusion-text-16\"><div class=\"fusion-text kabel\"><strong><span style=\"color: #18464b; font-size: 24px;\">Diesen Artikel teilen<br \/>\n<\/span><\/strong><\/div>\n<\/div><div class=\"fusion-sharing-box fusion-sharing-box-1 boxed-icons has-taglines layout-floated layout-medium-floated layout-small-stacked\" style=\"background-color:#edf7f9;--awb-margin-left:-15px;--awb-wrapper-padding-left:0px;--awb-separator-border-sizes:0px;--awb-alignment:flex-start;--awb-layout:row;--awb-alignment-small:space-between;--awb-stacked-align-small:center;\" data-title=\"KI-Modell f\u00fcr Stra\u00dfennetze und Autobahnen | Pointly\" data-description=\"Try out our new point cloud classifier for highways: \u2713 automated classification \u2713 surface separation \u2713 parallel processing. Learn more &amp; test our classifier for free!\" data-link=\"https:\/\/pointly.ai\/de\/punktwolkenklassifikator-fuer-autobahnen\/\"><div class=\"fusion-social-networks sharingbox-shortcode-icon-wrapper sharingbox-shortcode-icon-wrapper-1 boxed-icons\"><span><a href=\"https:\/\/www.facebook.com\/sharer.php?u=https%3A%2F%2Fpointly.ai%2Fde%2Fpunktwolkenklassifikator-fuer-autobahnen%2F&amp;t=KI-Modell%20f%C3%BCr%20Stra%C3%9Fennetze%20und%20Autobahnen%20%7C%20Pointly\" target=\"_blank\" rel=\"noreferrer\" title=\"Facebook\" aria-label=\"Facebook\" data-placement=\"bottom\" data-toggle=\"tooltip\" data-title=\"Facebook\"><i class=\"fusion-social-network-icon fusion-tooltip fusion-facebook awb-icon-facebook\" style=\"color:#1a434d;background-color:#edf7f9;border-color:#edf7f9;border-radius:4px;\" aria-hidden=\"true\"><\/i><\/a><\/span><span><a href=\"https:\/\/x.com\/intent\/post?text=KI-Modell%20f%C3%BCr%20Stra%C3%9Fennetze%20und%20Autobahnen%20%7C%20Pointly&amp;url=https%3A%2F%2Fpointly.ai%2Fde%2Fpunktwolkenklassifikator-fuer-autobahnen%2F\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"X\" aria-label=\"X\" data-placement=\"bottom\" data-toggle=\"tooltip\" data-title=\"X\"><i class=\"fusion-social-network-icon fusion-tooltip fusion-twitter awb-icon-twitter\" style=\"color:#1a434d;background-color:#edf7f9;border-color:#edf7f9;border-radius:4px;\" aria-hidden=\"true\"><\/i><\/a><\/span><span><a href=\"https:\/\/www.linkedin.com\/shareArticle?mini=true&amp;url=https%3A%2F%2Fpointly.ai%2Fde%2Fpunktwolkenklassifikator-fuer-autobahnen%2F&amp;title=KI-Modell%20f%C3%BCr%20Stra%C3%9Fennetze%20und%20Autobahnen%20%7C%20Pointly&amp;summary=Try%20out%20our%20new%20point%20cloud%20classifier%20for%20highways%3A%20%E2%9C%93%20automated%20classification%20%E2%9C%93%20surface%20separation%20%E2%9C%93%20parallel%20processing.%20Learn%20more%20%26amp%3B%20test%20our%20classifier%20for%20free%21\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"LinkedIn\" aria-label=\"LinkedIn\" data-placement=\"bottom\" data-toggle=\"tooltip\" data-title=\"LinkedIn\"><i class=\"fusion-social-network-icon fusion-tooltip fusion-linkedin awb-icon-linkedin\" style=\"color:#1a434d;background-color:#edf7f9;border-color:#edf7f9;border-radius:4px;\" aria-hidden=\"true\"><\/i><\/a><\/span><span><a href=\"mailto:?subject=KI-Modell%20f%C3%BCr%20Stra%C3%9Fennetze%20und%20Autobahnen%20%7C%20Pointly&amp;body=https%3A%2F%2Fpointly.ai%2Fde%2Fpunktwolkenklassifikator-fuer-autobahnen%2F\" target=\"_self\" title=\"E-Mail\" aria-label=\"E-Mail\" data-placement=\"bottom\" data-toggle=\"tooltip\" data-title=\"E-Mail\"><i class=\"fusion-social-network-icon fusion-tooltip fusion-mail awb-icon-mail\" style=\"color:#1a434d;background-color:#edf7f9;border-color:#edf7f9;border-radius:4px;\" aria-hidden=\"true\"><\/i><\/a><\/span><\/div><\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-separator fusion-no-small-visibility fusion-no-medium-visibility fusion-full-width-sep\" style=\"margin-left: auto;margin-right: auto;margin-top:10px;margin-bottom:3450px;width:100%;\"><\/div><div class=\"fusion-sep-clear\"><\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><\/div><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Wir haben eine L\u00f6sung entwickelt, die eine Vielzahl typischer Probleme bei der Infrastrukturklassifizierung l\u00f6st und Ihre Arbeit sofort vereinfacht.<\/p>\n","protected":false},"author":1,"featured_media":4474,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[40,39],"tags":[],"class_list":["post-4869","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-klassifikator","category-nachrichten"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.9 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>KI-Modell f\u00fcr Stra\u00dfennetze und Autobahnen | Pointly<\/title>\n<meta name=\"description\" content=\"Punktwolkenklassifikator f\u00fcr Autobahnen - Profitieren Sie von \u2713 automatisierter Klassifizierung \u2713 Oberfl\u00e4chentrennung \u2713 paralleler Verarbeitung\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/pointly.ai\/de\/punktwolkenklassifikator-fuer-autobahnen\/\" \/>\n<meta property=\"og:locale\" content=\"de_DE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"KI-Modell f\u00fcr Stra\u00dfennetze und Autobahnen | Pointly\" \/>\n<meta property=\"og:description\" content=\"Punktwolkenklassifikator f\u00fcr Autobahnen - Profitieren Sie von \u2713 automatisierter Klassifizierung \u2713 Oberfl\u00e4chentrennung \u2713 paralleler Verarbeitung\" \/>\n<meta property=\"og:url\" content=\"https:\/\/pointly.ai\/de\/punktwolkenklassifikator-fuer-autobahnen\/\" \/>\n<meta property=\"og:site_name\" content=\"3D point cloud classification made smart, fast and easy - Pointly \u2713\" \/>\n<meta property=\"article:published_time\" content=\"2023-10-03T11:28:25+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-09-16T10:00:03+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/pointly.ai\/wp-content\/uploads\/2023\/10\/Highway-Classifier-Titelbild.png\" \/>\n\t<meta property=\"og:image:width\" content=\"800\" \/>\n\t<meta property=\"og:image:height\" content=\"533\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Chris_DICREATE\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Verfasst von\" \/>\n\t<meta name=\"twitter:data1\" content=\"Chris_DICREATE\" \/>\n\t<meta name=\"twitter:label2\" content=\"Gesch\u00e4tzte Lesezeit\" \/>\n\t<meta name=\"twitter:data2\" content=\"4\u00a0Minuten\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/pointly.ai\\\/de\\\/punktwolkenklassifikator-fuer-autobahnen\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/pointly.ai\\\/de\\\/punktwolkenklassifikator-fuer-autobahnen\\\/\"},\"author\":{\"name\":\"Chris_DICREATE\",\"@id\":\"https:\\\/\\\/pointly.ai\\\/de\\\/#\\\/schema\\\/person\\\/713880056cefd8b11da82145ad1e9d83\"},\"headline\":\"KI-Modell f\u00fcr Stra\u00dfennetze und Autobahnen\",\"datePublished\":\"2023-10-03T11:28:25+00:00\",\"dateModified\":\"2025-09-16T10:00:03+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/pointly.ai\\\/de\\\/punktwolkenklassifikator-fuer-autobahnen\\\/\"},\"wordCount\":6076,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/pointly.ai\\\/de\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/pointly.ai\\\/de\\\/punktwolkenklassifikator-fuer-autobahnen\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/pointly.ai\\\/wp-content\\\/uploads\\\/2023\\\/10\\\/Highway-Classifier-Titelbild.png\",\"articleSection\":[\"Klassifikator\",\"Nachrichten\"],\"inLanguage\":\"de\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/pointly.ai\\\/de\\\/punktwolkenklassifikator-fuer-autobahnen\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/pointly.ai\\\/de\\\/punktwolkenklassifikator-fuer-autobahnen\\\/\",\"url\":\"https:\\\/\\\/pointly.ai\\\/de\\\/punktwolkenklassifikator-fuer-autobahnen\\\/\",\"name\":\"KI-Modell f\u00fcr Stra\u00dfennetze und Autobahnen | Pointly\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/pointly.ai\\\/de\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/pointly.ai\\\/de\\\/punktwolkenklassifikator-fuer-autobahnen\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/pointly.ai\\\/de\\\/punktwolkenklassifikator-fuer-autobahnen\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/pointly.ai\\\/wp-content\\\/uploads\\\/2023\\\/10\\\/Highway-Classifier-Titelbild.png\",\"datePublished\":\"2023-10-03T11:28:25+00:00\",\"dateModified\":\"2025-09-16T10:00:03+00:00\",\"description\":\"Punktwolkenklassifikator f\u00fcr Autobahnen - Profitieren Sie von \u2713 automatisierter Klassifizierung \u2713 Oberfl\u00e4chentrennung \u2713 paralleler Verarbeitung\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/pointly.ai\\\/de\\\/punktwolkenklassifikator-fuer-autobahnen\\\/#breadcrumb\"},\"inLanguage\":\"de\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/pointly.ai\\\/de\\\/punktwolkenklassifikator-fuer-autobahnen\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"de\",\"@id\":\"https:\\\/\\\/pointly.ai\\\/de\\\/punktwolkenklassifikator-fuer-autobahnen\\\/#primaryimage\",\"url\":\"https:\\\/\\\/pointly.ai\\\/wp-content\\\/uploads\\\/2023\\\/10\\\/Highway-Classifier-Titelbild.png\",\"contentUrl\":\"https:\\\/\\\/pointly.ai\\\/wp-content\\\/uploads\\\/2023\\\/10\\\/Highway-Classifier-Titelbild.png\",\"width\":800,\"height\":533},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/pointly.ai\\\/de\\\/punktwolkenklassifikator-fuer-autobahnen\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Startseite\",\"item\":\"https:\\\/\\\/pointly.ai\\\/de\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"KI-Modell f\u00fcr Stra\u00dfennetze und Autobahnen\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/pointly.ai\\\/de\\\/#website\",\"url\":\"https:\\\/\\\/pointly.ai\\\/de\\\/\",\"name\":\"3D point cloud classification made smart, fast and easy - Pointly \u2713\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\\\/\\\/pointly.ai\\\/de\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/pointly.ai\\\/de\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"de\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/pointly.ai\\\/de\\\/#organization\",\"name\":\"Pointly\",\"url\":\"https:\\\/\\\/pointly.ai\\\/de\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"de\",\"@id\":\"https:\\\/\\\/pointly.ai\\\/de\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/pointly.ai\\\/wp-content\\\/uploads\\\/2020\\\/02\\\/Favicon-114x114-1.png\",\"contentUrl\":\"https:\\\/\\\/pointly.ai\\\/wp-content\\\/uploads\\\/2020\\\/02\\\/Favicon-114x114-1.png\",\"width\":114,\"height\":114,\"caption\":\"Pointly\"},\"image\":{\"@id\":\"https:\\\/\\\/pointly.ai\\\/de\\\/#\\\/schema\\\/logo\\\/image\\\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/pointly.ai\\\/de\\\/#\\\/schema\\\/person\\\/713880056cefd8b11da82145ad1e9d83\",\"name\":\"Chris_DICREATE\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"de\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/d246d792b08392987718cda27c155b5d362f9ee67c80a59530800a37c9a5d8f6?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/d246d792b08392987718cda27c155b5d362f9ee67c80a59530800a37c9a5d8f6?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/d246d792b08392987718cda27c155b5d362f9ee67c80a59530800a37c9a5d8f6?s=96&d=mm&r=g\",\"caption\":\"Chris_DICREATE\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"KI-Modell f\u00fcr Stra\u00dfennetze und Autobahnen | Pointly","description":"Punktwolkenklassifikator f\u00fcr Autobahnen - Profitieren Sie von \u2713 automatisierter Klassifizierung \u2713 Oberfl\u00e4chentrennung \u2713 paralleler Verarbeitung","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/pointly.ai\/de\/punktwolkenklassifikator-fuer-autobahnen\/","og_locale":"de_DE","og_type":"article","og_title":"KI-Modell f\u00fcr Stra\u00dfennetze und Autobahnen | Pointly","og_description":"Punktwolkenklassifikator f\u00fcr Autobahnen - Profitieren Sie von \u2713 automatisierter Klassifizierung \u2713 Oberfl\u00e4chentrennung \u2713 paralleler Verarbeitung","og_url":"https:\/\/pointly.ai\/de\/punktwolkenklassifikator-fuer-autobahnen\/","og_site_name":"3D point cloud classification made smart, fast and easy - Pointly \u2713","article_published_time":"2023-10-03T11:28:25+00:00","article_modified_time":"2025-09-16T10:00:03+00:00","og_image":[{"width":800,"height":533,"url":"https:\/\/pointly.ai\/wp-content\/uploads\/2023\/10\/Highway-Classifier-Titelbild.png","type":"image\/png"}],"author":"Chris_DICREATE","twitter_card":"summary_large_image","twitter_misc":{"Verfasst von":"Chris_DICREATE","Gesch\u00e4tzte Lesezeit":"4\u00a0Minuten"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/pointly.ai\/de\/punktwolkenklassifikator-fuer-autobahnen\/#article","isPartOf":{"@id":"https:\/\/pointly.ai\/de\/punktwolkenklassifikator-fuer-autobahnen\/"},"author":{"name":"Chris_DICREATE","@id":"https:\/\/pointly.ai\/de\/#\/schema\/person\/713880056cefd8b11da82145ad1e9d83"},"headline":"KI-Modell f\u00fcr Stra\u00dfennetze und Autobahnen","datePublished":"2023-10-03T11:28:25+00:00","dateModified":"2025-09-16T10:00:03+00:00","mainEntityOfPage":{"@id":"https:\/\/pointly.ai\/de\/punktwolkenklassifikator-fuer-autobahnen\/"},"wordCount":6076,"commentCount":0,"publisher":{"@id":"https:\/\/pointly.ai\/de\/#organization"},"image":{"@id":"https:\/\/pointly.ai\/de\/punktwolkenklassifikator-fuer-autobahnen\/#primaryimage"},"thumbnailUrl":"https:\/\/pointly.ai\/wp-content\/uploads\/2023\/10\/Highway-Classifier-Titelbild.png","articleSection":["Klassifikator","Nachrichten"],"inLanguage":"de","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/pointly.ai\/de\/punktwolkenklassifikator-fuer-autobahnen\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/pointly.ai\/de\/punktwolkenklassifikator-fuer-autobahnen\/","url":"https:\/\/pointly.ai\/de\/punktwolkenklassifikator-fuer-autobahnen\/","name":"KI-Modell f\u00fcr Stra\u00dfennetze und Autobahnen | Pointly","isPartOf":{"@id":"https:\/\/pointly.ai\/de\/#website"},"primaryImageOfPage":{"@id":"https:\/\/pointly.ai\/de\/punktwolkenklassifikator-fuer-autobahnen\/#primaryimage"},"image":{"@id":"https:\/\/pointly.ai\/de\/punktwolkenklassifikator-fuer-autobahnen\/#primaryimage"},"thumbnailUrl":"https:\/\/pointly.ai\/wp-content\/uploads\/2023\/10\/Highway-Classifier-Titelbild.png","datePublished":"2023-10-03T11:28:25+00:00","dateModified":"2025-09-16T10:00:03+00:00","description":"Punktwolkenklassifikator f\u00fcr Autobahnen - Profitieren Sie von \u2713 automatisierter Klassifizierung \u2713 Oberfl\u00e4chentrennung \u2713 paralleler Verarbeitung","breadcrumb":{"@id":"https:\/\/pointly.ai\/de\/punktwolkenklassifikator-fuer-autobahnen\/#breadcrumb"},"inLanguage":"de","potentialAction":[{"@type":"ReadAction","target":["https:\/\/pointly.ai\/de\/punktwolkenklassifikator-fuer-autobahnen\/"]}]},{"@type":"ImageObject","inLanguage":"de","@id":"https:\/\/pointly.ai\/de\/punktwolkenklassifikator-fuer-autobahnen\/#primaryimage","url":"https:\/\/pointly.ai\/wp-content\/uploads\/2023\/10\/Highway-Classifier-Titelbild.png","contentUrl":"https:\/\/pointly.ai\/wp-content\/uploads\/2023\/10\/Highway-Classifier-Titelbild.png","width":800,"height":533},{"@type":"BreadcrumbList","@id":"https:\/\/pointly.ai\/de\/punktwolkenklassifikator-fuer-autobahnen\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Startseite","item":"https:\/\/pointly.ai\/de\/"},{"@type":"ListItem","position":2,"name":"KI-Modell f\u00fcr Stra\u00dfennetze und Autobahnen"}]},{"@type":"WebSite","@id":"https:\/\/pointly.ai\/de\/#website","url":"https:\/\/pointly.ai\/de\/","name":"3D point cloud classification made smart, fast and easy - Pointly \u2713","description":"","publisher":{"@id":"https:\/\/pointly.ai\/de\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/pointly.ai\/de\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"de"},{"@type":"Organization","@id":"https:\/\/pointly.ai\/de\/#organization","name":"Pointly","url":"https:\/\/pointly.ai\/de\/","logo":{"@type":"ImageObject","inLanguage":"de","@id":"https:\/\/pointly.ai\/de\/#\/schema\/logo\/image\/","url":"https:\/\/pointly.ai\/wp-content\/uploads\/2020\/02\/Favicon-114x114-1.png","contentUrl":"https:\/\/pointly.ai\/wp-content\/uploads\/2020\/02\/Favicon-114x114-1.png","width":114,"height":114,"caption":"Pointly"},"image":{"@id":"https:\/\/pointly.ai\/de\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/pointly.ai\/de\/#\/schema\/person\/713880056cefd8b11da82145ad1e9d83","name":"Chris_DICREATE","image":{"@type":"ImageObject","inLanguage":"de","@id":"https:\/\/secure.gravatar.com\/avatar\/d246d792b08392987718cda27c155b5d362f9ee67c80a59530800a37c9a5d8f6?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/d246d792b08392987718cda27c155b5d362f9ee67c80a59530800a37c9a5d8f6?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/d246d792b08392987718cda27c155b5d362f9ee67c80a59530800a37c9a5d8f6?s=96&d=mm&r=g","caption":"Chris_DICREATE"}}]}},"_links":{"self":[{"href":"https:\/\/pointly.ai\/de\/wp-json\/wp\/v2\/posts\/4869","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pointly.ai\/de\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/pointly.ai\/de\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/pointly.ai\/de\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/pointly.ai\/de\/wp-json\/wp\/v2\/comments?post=4869"}],"version-history":[{"count":16,"href":"https:\/\/pointly.ai\/de\/wp-json\/wp\/v2\/posts\/4869\/revisions"}],"predecessor-version":[{"id":5335,"href":"https:\/\/pointly.ai\/de\/wp-json\/wp\/v2\/posts\/4869\/revisions\/5335"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/pointly.ai\/de\/wp-json\/wp\/v2\/media\/4474"}],"wp:attachment":[{"href":"https:\/\/pointly.ai\/de\/wp-json\/wp\/v2\/media?parent=4869"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/pointly.ai\/de\/wp-json\/wp\/v2\/categories?post=4869"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/pointly.ai\/de\/wp-json\/wp\/v2\/tags?post=4869"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}