{"id":12880,"date":"2025-06-25T13:32:36","date_gmt":"2025-06-25T11:32:36","guid":{"rendered":"https:\/\/imago-technologies.com\/?page_id=12880"},"modified":"2025-06-25T13:32:36","modified_gmt":"2025-06-25T11:32:36","slug":"edge-ai-in-echtzeit","status":"publish","type":"page","link":"https:\/\/imago-technologies.com\/de\/edge-ai-in-echtzeit\/","title":{"rendered":"Edge AI in Echtzeitanwendungen"},"content":{"rendered":"[vc_row type=&#8220;full_width_content&#8220; full_screen_row_position=&#8220;middle&#8220; column_margin=&#8220;default&#8220; column_direction=&#8220;default&#8220; column_direction_tablet=&#8220;default&#8220; column_direction_phone=&#8220;default&#8220; bg_color=&#8220;#003d5c&#8220; scene_position=&#8220;center&#8220; top_padding=&#8220;0&#8243; constrain_group_1=&#8220;yes&#8220; bottom_padding=&#8220;0&#8243; text_color=&#8220;light&#8220; text_align=&#8220;left&#8220; row_border_radius=&#8220;none&#8220; row_border_radius_applies=&#8220;bg&#8220; overflow=&#8220;visible&#8220; 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line_thickness=&#8220;1&#8243; divider_color=&#8220;default&#8220; custom_height=&#8220;20&#8243;][vc_row_inner column_margin=&#8220;default&#8220; column_direction=&#8220;default&#8220; column_direction_tablet=&#8220;default&#8220; column_direction_phone=&#8220;default&#8220; text_align=&#8220;left&#8220; row_position=&#8220;default&#8220; row_position_tablet=&#8220;inherit&#8220; row_position_phone=&#8220;inherit&#8220; overflow=&#8220;visible&#8220; pointer_events=&#8220;all&#8220;][vc_column_inner column_padding=&#8220;no-extra-padding&#8220; column_padding_tablet=&#8220;inherit&#8220; column_padding_phone=&#8220;inherit&#8220; column_padding_position=&#8220;all&#8220; column_element_direction_desktop=&#8220;default&#8220; column_element_spacing=&#8220;default&#8220; desktop_text_alignment=&#8220;default&#8220; tablet_text_alignment=&#8220;default&#8220; phone_text_alignment=&#8220;default&#8220; background_color_opacity=&#8220;1&#8243; background_hover_color_opacity=&#8220;1&#8243; column_backdrop_filter=&#8220;none&#8220; column_shadow=&#8220;none&#8220; column_border_radius=&#8220;none&#8220; column_link_target=&#8220;_self&#8220; overflow=&#8220;visible&#8220; gradient_direction=&#8220;left_to_right&#8220; overlay_strength=&#8220;0.3&#8243; width=&#8220;1\/2&#8243; tablet_width_inherit=&#8220;default&#8220; animation_type=&#8220;default&#8220; bg_image_animation=&#8220;none&#8220; border_type=&#8220;simple&#8220; column_border_width=&#8220;none&#8220; column_border_style=&#8220;solid&#8220;][vc_column_text css=&#8220;.vc_custom_1750848932980{margin-top: 25px !important;}&#8220; text_direction=&#8220;default&#8220;]\n<p class=\"p1\">Friedberg, 25. Juni 2025<\/p>\n[\/vc_column_text][\/vc_column_inner][vc_column_inner column_padding=&#8220;no-extra-padding&#8220; column_padding_tablet=&#8220;inherit&#8220; column_padding_phone=&#8220;inherit&#8220; column_padding_position=&#8220;all&#8220; column_element_direction_desktop=&#8220;default&#8220; column_element_spacing=&#8220;default&#8220; desktop_text_alignment=&#8220;default&#8220; tablet_text_alignment=&#8220;default&#8220; phone_text_alignment=&#8220;default&#8220; background_color_opacity=&#8220;1&#8243; background_hover_color_opacity=&#8220;1&#8243; column_backdrop_filter=&#8220;none&#8220; column_shadow=&#8220;none&#8220; column_border_radius=&#8220;none&#8220; column_link_target=&#8220;_self&#8220; overflow=&#8220;visible&#8220; gradient_direction=&#8220;left_to_right&#8220; overlay_strength=&#8220;0.3&#8243; width=&#8220;1\/2&#8243; tablet_width_inherit=&#8220;default&#8220; animation_type=&#8220;default&#8220; bg_image_animation=&#8220;none&#8220; border_type=&#8220;simple&#8220; column_border_width=&#8220;none&#8220; column_border_style=&#8220;solid&#8220;][vc_column_text css=&#8220;.vc_custom_1693217753740{margin-top: 25px !important;}&#8220;][\/vc_column_text][\/vc_column_inner][\/vc_row_inner][divider line_type=&#8220;Full Width Line&#8220; line_thickness=&#8220;1&#8243; divider_color=&#8220;default&#8220; custom_height=&#8220;20&#8243;][vc_row_inner column_margin=&#8220;default&#8220; column_direction=&#8220;default&#8220; column_direction_tablet=&#8220;default&#8220; column_direction_phone=&#8220;default&#8220; text_align=&#8220;left&#8220; row_position=&#8220;default&#8220; row_position_tablet=&#8220;inherit&#8220; row_position_phone=&#8220;inherit&#8220; overflow=&#8220;visible&#8220; pointer_events=&#8220;all&#8220;][vc_column_inner column_padding=&#8220;no-extra-padding&#8220; column_padding_tablet=&#8220;inherit&#8220; column_padding_phone=&#8220;inherit&#8220; column_padding_position=&#8220;all&#8220; column_element_direction_desktop=&#8220;default&#8220; column_element_spacing=&#8220;default&#8220; desktop_text_alignment=&#8220;default&#8220; tablet_text_alignment=&#8220;default&#8220; phone_text_alignment=&#8220;default&#8220; background_color=&#8220;#ffffff&#8220; background_color_opacity=&#8220;1&#8243; background_hover_color_opacity=&#8220;1&#8243; column_backdrop_filter=&#8220;none&#8220; column_shadow=&#8220;none&#8220; column_border_radius=&#8220;none&#8220; column_link_target=&#8220;_self&#8220; overflow=&#8220;visible&#8220; gradient_direction=&#8220;left_to_right&#8220; overlay_strength=&#8220;0.3&#8243; width=&#8220;1\/2&#8243; tablet_width_inherit=&#8220;default&#8220; animation_type=&#8220;default&#8220; bg_image_animation=&#8220;none&#8220; border_type=&#8220;simple&#8220; column_border_width=&#8220;none&#8220; column_border_style=&#8220;solid&#8220;][vc_column_text css=&#8220;&#8220; text_direction=&#8220;default&#8220;]<img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-12876 \" src=\"https:\/\/imago-technologies.com\/wp-content\/uploads\/2025\/06\/edge-ai-in-real-time-1-300x200.jpg\" alt=\"\" width=\"570\" height=\"380\" srcset=\"https:\/\/imago-technologies.com\/wp-content\/uploads\/2025\/06\/edge-ai-in-real-time-1-300x200.jpg 300w, https:\/\/imago-technologies.com\/wp-content\/uploads\/2025\/06\/edge-ai-in-real-time-1-1024x682.jpg 1024w, https:\/\/imago-technologies.com\/wp-content\/uploads\/2025\/06\/edge-ai-in-real-time-1-768x512.jpg 768w, https:\/\/imago-technologies.com\/wp-content\/uploads\/2025\/06\/edge-ai-in-real-time-1-1536x1024.jpg 1536w, https:\/\/imago-technologies.com\/wp-content\/uploads\/2025\/06\/edge-ai-in-real-time-1-900x600.jpg 900w, https:\/\/imago-technologies.com\/wp-content\/uploads\/2025\/06\/edge-ai-in-real-time-1.jpg 2000w\" sizes=\"auto, (max-width: 570px) 100vw, 570px\" \/><\/p>\n<p style=\"text-align: center;\"><span style=\"font-size: 12pt; color: #003d5c;\"><em>Schluss mit \u00fcberf\u00fcllten Schaltschr\u00e4nken und komplexen Setups. Edge AI erm\u00f6glicht Ihren Embedded Vision Devices, intelligente und schnelle Entscheidungen direkt dort zu treffen, wo sie ben\u00f6tigt werden.<\/em><\/span><\/p>\n[\/vc_column_text][vc_column_text][\/vc_column_text][\/vc_column_inner][vc_column_inner column_padding=&#8220;no-extra-padding&#8220; column_padding_tablet=&#8220;inherit&#8220; column_padding_phone=&#8220;inherit&#8220; column_padding_position=&#8220;all&#8220; top_margin=&#8220;20px&#8220; top_margin_tablet=&#8220;0&#8243; top_margin_phone=&#8220;0&#8243; column_element_direction_desktop=&#8220;default&#8220; column_element_spacing=&#8220;default&#8220; desktop_text_alignment=&#8220;default&#8220; tablet_text_alignment=&#8220;default&#8220; phone_text_alignment=&#8220;default&#8220; background_color=&#8220;#ffffff&#8220; background_color_opacity=&#8220;1&#8243; background_hover_color_opacity=&#8220;1&#8243; column_backdrop_filter=&#8220;none&#8220; column_shadow=&#8220;none&#8220; column_border_radius=&#8220;none&#8220; column_link_target=&#8220;_self&#8220; overflow=&#8220;visible&#8220; gradient_direction=&#8220;left_to_right&#8220; overlay_strength=&#8220;0.3&#8243; width=&#8220;1\/2&#8243; tablet_width_inherit=&#8220;default&#8220; animation_type=&#8220;default&#8220; bg_image_animation=&#8220;none&#8220; border_type=&#8220;simple&#8220; column_border_width=&#8220;none&#8220; column_border_style=&#8220;solid&#8220;][vc_column_text css=&#8220;&#8220; text_direction=&#8220;default&#8220;]<strong>\u201eKann diese Kamera das auch ohne Cloud?\u201c<\/strong> \u2013 Diese Frage h\u00f6ren wir bei IMAGO Technologies immer h\u00e4ufiger.<\/p>\n<p>Ein Produktionsleiter in der Verpackungsindustrie stand genau vor diesem Problem: Eine neue Linie f\u00fcr etikettierte Beh\u00e4lter war in Rekordzeit geplant \u2013 mit komplexer Inline-Qualit\u00e4tspr\u00fcfung. Doch statt zentralem Industrie-PC oder gar Cloud-L\u00f6sung w\u00fcnschte er sich: <strong>eine Kamera, die selbst entscheidet.<\/strong> Direkt. Vor Ort. In Millisekunden.<\/p>\n<p>Die Anforderungen: Siegelbruch erkennen, Etiketten kontrollieren, Sortierfehler automatisch ausschleusen. Ohne Datenstau, ohne Netzwerkprobleme, ohne IT-Overhead.<\/p>\n<p>Unsere Antwort: <strong>Edge AI<\/strong> \u2013 Intelligenz am Sensor.<\/p>\n<p><span style=\"color: #007589; font-size: 14pt;\">DIE HERAUSFORDERUNG: KOMPLEXIT\u00c4T W\u00c4CHST \u2013 DIE ZEIT ZUR ENTSCHEIDUNG SCHRUMPFT\u00a0<\/span><\/p>\n<p>Traditionelle Machine-Vision-Systeme basieren meist auf regelbasierten Algorithmen, die Bilder aufnehmen, an einen zentralen Industrie-PC oder sogar in die Cloud \u00fcbertragen und dort auswerten. Dieses Modell funktioniert \u2013 hat aber klare Grenzen:<\/p>\n<ul>\n<li><strong>Latenz<\/strong> bei der Daten\u00fcbertragung<\/li>\n<li><strong>Hoher Bandbreitenbedarf<\/strong> bei hochaufl\u00f6senden Bilddaten<\/li>\n<li><strong>Abh\u00e4ngigkeit von externer IT-Infrastruktur<\/strong><\/li>\n<li><strong>Steigende Kosten<\/strong> bei Mehrkamerasystemen<\/li>\n<li><strong>Datenschutzbedenken<\/strong>, wenn sensible Daten Cloud-seitig verarbeitet werden<\/li>\n<\/ul>\n<p>Gerade bei Anwendungen wie Inline-Sortierung, Etikettenkontrolle oder Siegelbrucherkennung kommt es auf <strong>Millisekunden<\/strong> an \u2013 jede unn\u00f6tige Verz\u00f6gerung gef\u00e4hrdet die Taktung und die Qualit\u00e4t.<\/p>\n<p><span style=\"color: #007589; font-size: 14pt;\">EDGE AI ALS L\u00d6SUNG: INTELLIGENZ AM ORT DES GESCHEHENS<\/span><\/p>\n<p><strong>Edge AI<\/strong> bringt die Bildverarbeitungsintelligenz dorthin, wo sie am dringendsten gebraucht wird: <strong>direkt in die Kamera oder in das Edge-Device in der Maschine<\/strong>. Dank eingebetteter Recheneinheiten werden Deep-Learning-Modelle lokal ausgef\u00fchrt.<\/p>\n<p><strong>Die Vorteile:<\/strong><\/p>\n<ul>\n<li><strong>Latenz<\/strong> bei der Daten\u00fcbertragung<\/li>\n<li><strong>Rechenzentren werden \u00fcberfl\u00fcssig<\/strong> \u2013 die Kamera entscheidet selbst<\/li>\n<li><strong>Minimale Latenz<\/strong> \u2013 entscheidend f\u00fcr Echtzeitreaktion<\/li>\n<li><strong>Hohe Skalierbarkeit<\/strong> \u2013 da kein zentrales System \u00fcberlastet wird<\/li>\n<li><strong>Datensparsamkeit<\/strong> \u2013 nur relevante Daten und Signale werden weitergeleitet<\/li>\n<li><strong>Datensouver\u00e4nit\u00e4t<\/strong> \u2013 kritische Bilder bleiben im System<\/li>\n<\/ul>\n<p>Edge AI ist nicht nur ein Trend \u2013 sie ist eine <strong>Antwort auf reale Produktionsanforderungen<\/strong>.<\/p>\n<p><span style=\"color: #007589; font-size: 14pt;\">PRAXISBEISPIEL: FEHLERERKENNUNG OHNE UMWEGE<\/span><\/p>\n<p>In einem aktuellen Projekt aus der Verpackungsindustrie zeigt sich die St\u00e4rke von Edge AI:<\/p>\n<ul>\n<li><strong>Ziel:<\/strong> Erkennen von Siegelbr\u00fcchen, falschen Etiketten und Sortierfehlern<\/li>\n<li><strong>Technik:<\/strong> Die smarte Kamera Vision Cam AI.go pr\u00fcft direkt im Prozess \u2013 ohne zus\u00e4tzlichen Industrie-PC<\/li>\n<li><strong>Ablauf:<\/strong> Bildaufnahme \u2192 Inferenz via Deep Learning Modell \u2192 I\/O-Signal bei Fehler \u2192 Ausschleusung<\/li>\n<li><strong>Besonderheit:<\/strong> Der komplette Pr\u00fcfprozess l\u00e4uft in wenigen Millisekunden und ohne Cloud-Anbindung<\/li>\n<\/ul>\n<p>Das Ergebnis: <strong>Null Latenz, kein Overhead und maximale Verl\u00e4sslichkeit<\/strong> in einer einfach integrierbaren L\u00f6sung.<\/p>\n<p><span style=\"color: #007589; font-size: 14pt;\">IMAGO PRODUKTE F\u00dcR EDGE AI IN DER PRAXIS<\/span><\/p>\n<p>\ud83d\udfe7 <strong>Vision Cam AI.go<\/strong><br \/>\nDer einfache Einstieg in KI-basierte Bildverarbeitung \u2013 ganz ohne Programmierkenntnisse:<\/p>\n<ul>\n<li>Kompakte Industriekamera mit integrierter Deep-Learning-Funktion<\/li>\n<li>Ideal f\u00fcr z.B. Klassifikation und Anomaliedetektion direkt am Sensor<\/li>\n<li>Intuitive Bedienung dank integriertem AI.go Wizard<\/li>\n<li>Eigene Modelle erstellen \u2013 durch Erfassen, Labeln und Trainieren<\/li>\n<li>Schnelle Ergebnisse \u2013 ohne externen PC oder Cloud<\/li>\n<\/ul>\n<p>Die Vision Cam AI.go macht K\u00fcnstliche Intelligenz in Echtzeitanwendungen f\u00fcr jeden zug\u00e4nglich \u2013 direkt in der Maschine, ohne Expertenwissen.<\/p>\n<p>\ud83d\udfe6 <strong>Vision Box AI<\/strong><br \/>\nDas leistungsstarke Embedded-Vision-System f\u00fcr KI-basierte Bildverarbeitung:<\/p>\n<ul>\n<li>Kompakte, l\u00fcfterlose Box mit integrierter NVIDIA-Jetson Orin<\/li>\n<li>Entwickelt f\u00fcr <strong>Machine Learning on the Edge<\/strong><\/li>\n<li>Ideal f\u00fcr anspruchsvolle Pr\u00fcfprozesse mit mehreren Kameras<\/li>\n<li>Unterst\u00fctzt Linux<\/li>\n<li>Echtzeitf\u00e4hige Kommunikation \u00fcber integrierten <strong>RTCC<\/strong> (Real Time Communication Controller)<\/li>\n<li>Robustes Design f\u00fcr 24\/7-Industrieeinsatz<\/li>\n<\/ul>\n<p>Mit der Vision Box AI lassen sich selbst komplexe Deep-Learning-Modelle direkt in der Maschine ausf\u00fchren \u2013 ohne externe Rechensysteme oder Cloud-Anbindung.<\/p>\n<p><span style=\"color: #007589; font-size: 14pt;\">EDGE AI VER\u00c4NDERT DIE REGELN \u2013 UND MACHT KI GREIFBAR<\/span><\/p>\n<p>Edge AI bringt das, was die industrielle Bildverarbeitung schon lange braucht: Schnelligkeit, N\u00e4he zum Prozess und Unabh\u00e4ngigkeit. Statt auf zentrale Infrastruktur zu warten, entscheiden Systeme selbst \u2013 direkt dort, wo das Bild entsteht.<\/p>\n<p>Das spart Zeit, reduziert Komplexit\u00e4t und senkt Kosten.<br \/>\nMit IMAGO-Technologien wie der Vision Cam AI.go oder der Vision Box AI k\u00f6nnen OEMs und Maschinenbauer KI-Anwendungen realisieren, ohne Spezialwissen aufzubauen oder neue Infrastruktur zu schaffen.<\/p>\n<p><span style=\"color: #007589; font-size: 14pt;\">BEREIT F\u00dcR EDGE AI IN IHRER ANLAGE?<\/span><\/p>\n<p>Unsere Experten beraten Sie gerne zur passenden L\u00f6sung f\u00fcr Ihre Anwendung.[\/vc_column_text][\/vc_column_inner][\/vc_row_inner][\/vc_column][\/vc_row][vc_row type=&#8220;in_container&#8220; full_screen_row_position=&#8220;middle&#8220; column_margin=&#8220;default&#8220; column_direction=&#8220;default&#8220; column_direction_tablet=&#8220;default&#8220; column_direction_phone=&#8220;default&#8220; scene_position=&#8220;center&#8220; top_padding=&#8220;2%&#8220; 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