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Azure-Formularerkennung

Beschleunigen Sie die Extraktion von Informationen aus Dokumenten
Text und Struktur schnell aus Dokumenten extrahieren

Formularerkennung ist ein KI-Dienst, der erweitertes maschinelles Lernen anwendet, um Text, Schlüssel-Wert-Paare, Tabellen und Strukturen automatisch und präzise aus Dokumenten zu extrahieren. Verwandeln Sie Dokumente in nutzbare Daten, und legen Sie den Fokus darauf, Informationen als Handlungsgrundlage zu verwenden, statt sie zusammenzustellen. Verwenden Sie lokal und in der Cloud das Formularerkennungsstudio oder das SDK, und beginnen Sie mit vordefinierten Modellen, oder erstellen Sie benutzerdefinierte Modelle, die auf Ihre Dokumente zugeschnitten sind.
Einfache Textextraktion

Mit vordefinierten und benutzerdefinierten Funktionen extrahieren und organisieren Sie Daten ganz einfach, ohne sie manuell kennzeichnen zu müssen.
Benutzerdefinierte Ergebnisse

Mit der automatischen benutzerdefinierten Extraktion werden die Ausgabedaten optimal auf Ihre Layouts zugeschnitten und lassen sich durch Mitarbeiterfeedback weiter verbessern.
Flexible Bereitstellung

Erfassen Sie Daten von der Cloud oder am Edge, und wenden Sie diese auf Suchindizes, Workflows zur Geschäftsautomatisierung u. v. m. an.
Integrierte Sicherheit

Vertrauen Sie auf erstklassige Sicherheit und Datenschutz – für Ihre Daten und Ihre trainierten Modelle.
Erfahren Sie bei der Build was es neues bei Azure KI gibt
Verwenden von KI zum Erstellen von Dokumentverarbeitungsworkflows

Erfahren Sie, wie Sie Ihre Geschäftsprozesse beschleunigen können, indem Sie die Textextraktion mit Azure-Formularerkennung automatisieren. Dieses Webinar bietet praktische Demos für wichtige Anwendungsfälle wie Dokumentverarbeitung, Knowledge Mining und branchenspezifische KI-Modellanpassung.
Einfache Extraktion von Texten und Strukturen mit einer benutzerfreundlichen REST-API

Extrahieren Sie Text, Schlüssel-Wert-Paare und Tabellen präzise aus Dokumenten, Formularen, Belegen, Rechnungen und Karten verschiedener Typen, ohne manuelle Bezeichnungen nach Dokumenttyp, intensivem Programmieren oder Wartung. Verwenden Sie benutzerdefinierte Formulare der Formularerkennung, vordefinierte und Layout-APIs, um Informationen in organisierter Weise aus Ihren Dokumenten zu extrahieren.
Siehe die folgenden Beispiele

------------------------------
Key-value pairs
------------------------------
Bill To: Contoso, Ltd
Phone: 432-555-0189
Invoice #: 3-456-2
Fax: 432-555-0123
Invoice Date: 4/14/2019
Email: contoso@example.com
Invoice For: Project 2
Invoice Subtotal: 2,014.00
Tax Rate: 8.75%
Sales Tax: 176.23
Other: 0
Terms: Total due in 90 days. Overdue accounts subject to a service charge of 3% per month.
TOTAL: 2,190.23
------------
Tables
------------
table_0:
Item #: Z4567, Z4568, Z4569, Z4570, Z4571, Z4572, Z4573, Z4574, Z4575, Z4576, Z4577, Z4578
Description: Invoice 3-456-2 Data 1, Invoice 3-456-2 Data 2, Invoice 3-456-2 Data 3, Invoice 3-456-2 Data 4, Invoice 3-456-2 Data 5, Invoice 3-456-2 Data 6, Invoice 3-456-2 Data 7, Invoice 3-456-2 Data 8, Invoice 3-456-2 Data 9, Invoice 3-456-2 Data 10, Invoice 3-456-2 Data 11, Invoice 3-456-2 Data 12
Qty: 39, 40, 30, 40, 10, 5, 70, 25, 5, 80, 65, 44
Unit Price: 5, .00, 4, .00, 6, .00, 7, .00, 4, .00, 8, .00, 6, .00, 4, .00, 7, .00, 1, .00, 7, .00, 1 .00
Discount: __emptycell__, 5, .00, 7, .00, __emptycell__, __emptycell__, __emptycell__, __emptycell__, __emptycell__, 3, .00, __emptycell__, __emptycell__, __emptycell__
Price: 195.00, 155.00, 173.00, 280.00, 40.00, 40.00, 420.00, 100.00, 32.00, 80.00, 455.00, 44.00
{
    "status": "succeeded",
    "createdDateTime": "2020-01-06T22:51:40Z",
    "lastUpdatedDateTime": "2020-01-06T22:51:44Z",
    "analyzeResult": {
        "version": "2.0.0",
        "readResults": [
            {
                "page": 1,
                "angle": 0,
                "width": 8.5,
                "height": 11.0,
                "unit": "inch",
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                                    7.0889,
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                        "text": "Z4574",
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                        "text": "Invoice 3-456-2 Data 8",
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                            5.4722,
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                                    5.6083,
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                        "text": "Z4575",
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                                    5.9306,
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                        "text": "Invoice 3-456-2 Data 9",
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                            5.7944,
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                        "text": "Invoice 3-456-2 Data 10",
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                            6.1153,
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                                    6.2514,
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                                    6.5736,
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                            3.0833,
                            6.4375,
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                            6.7583,
                            3.0833,
                            6.7583,
                            3.0833,
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                            {
                                "text": "44.00",
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                                    7.0889,
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                                    7.0889,
                                    6.8944,
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                        "text": "Invoice Subtotal:",
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                            6.1319,
                            7.3083,
                            6.1319,
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                                    5.7208,
                                    7.3083,
                                    5.7208,
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                            {
                                "text": "Subtotal:",
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                                    7.3083,
                                    6.1319,
                                    7.3083,
                                    6.1319,
                                    7.4486,
                                    5.7444,
                                    7.4486
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                            }
                        ]
                    },
                    {
                        "text": "2,014.00",
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                            7.3125,
                            7.0958,
                            7.3125,
                            7.0958,
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                            6.7361,
                            7.4486
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                        "words": [
                            {
                                "text": "2,014.00",
                                "boundingBox": [
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                                    7.3125,
                                    7.0958,
                                    7.3125,
                                    7.0958,
                                    7.4486,
                                    6.7361,
                                    7.4486
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                            }
                        ]
                    },
                    {
                        "text": "Tax Rate:",
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                            7.6278,
                            5.8083,
                            7.6278,
                            5.8083,
                            7.7694,
                            5.4167,
                            7.7694
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                            {
                                "text": "Tax",
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                                    7.6278,
                                    5.5639,
                                    7.6278,
                                    5.5639,
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                                    5.4167,
                                    7.7694
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                            },
                            {
                                "text": "Rate:",
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                                    5.5861,
                                    7.6278,
                                    5.8083,
                                    7.6278,
                                    5.8083,
                                    7.7694,
                                    5.5861,
                                    7.7694
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                            }
                        ]
                    },
                    {
                        "text": "8.75%",
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                            7.6333,
                            7.1278,
                            7.6333,
                            7.1278,
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                            7.7694
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                                "text": "8.75%",
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                                    7.6333,
                                    7.1278,
                                    7.6333,
                                    7.1278,
                                    7.7694,
                                    6.875,
                                    7.7694
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                        "text": "Sales Tax:",
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                            7.95,
                            5.8292,
                            7.95,
                            5.8292,
                            8.0917,
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                            8.0917
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                            {
                                "text": "Tax:",
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                                    7.95,
                                    5.8292,
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                                    5.6556,
                                    8.0917
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                            }
                        ]
                    },
                    {
                        "text": "176.23",
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                            7.9556,
                            7.0833,
                            7.9556,
                            7.0833,
                            8.0917,
                            6.8,
                            8.0917
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                            {
                                "text": "176.23",
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                                    7.9556,
                                    7.0833,
                                    7.9556,
                                    7.0833,
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                    {
                        "text": "Other:",
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                            5.6917,
                            8.2736,
                            5.6917,
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                                "text": "Other:",
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                                    5.4167,
                                    8.4139
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                        ]
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                    {
                        "text": "0",
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                            8.2778,
                            7.1278,
                            8.2778,
                            7.1278,
                            8.4139,
                            7.0764,
                            8.4139
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                        "words": [
                            {
                                "text": "0",
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                                    8.2778,
                                    7.1278,
                                    8.2778,
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                                    7.0764,
                                    8.4139
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                        "text": "Invoice Total:",
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                            5.4292,
                            8.6097,
                            6.0028,
                            8.6097,
                            6.0028,
                            8.75,
                            5.4292,
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                        "words": [
                            {
                                "text": "Invoice",
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                                    8.6097,
                                    5.7347,
                                    8.6097,
                                    5.7347,
                                    8.75,
                                    5.4292,
                                    8.75
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                            {
                                "text": "Total:",
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                                    8.6097,
                                    6.0028,
                                    8.6097,
                                    6.0028,
                                    8.75,
                                    5.7583,
                                    8.75
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                    },
                    {
                        "text": "2,190.23",
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                            8.6139,
                            7.1097,
                            8.6139,
                            7.1097,
                            8.75,
                            6.7486,
                            8.75
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                                "text": "2,190.23",
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                                    7.1097,
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                                    6.7486,
                                    8.75
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                            9.4236,
                            2.8611,
                            9.4236,
                            2.8611,
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                            9.5597
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                                "text": "Make",
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                                "text": "payable",
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}
Die benutzerdefinierten Beispiele wurden unter Verwendung eines benutzerdefinierten Modells extrahiert, das mit fünf PDF-Dateien jedes Formulartyps trainiert wurde.
Jetzt testen
Layout

Erkennt und extrahiert den Text und das Layout von Dokumenten, z. B. Tabellen, Kontrollkästchen und Objekte
Weitere Informationen
Vordefiniert

Vorab trainierte Modelle für gängige Szenarien, z. B. Personalausweise und Rechnungen, die Text, Schlüssel-Wert-Paare und Positionen aus Dokumenten extrahieren
Weitere Informationen
Benutzerdefiniert

Sie können diesen Dienst für benutzerdefinierte Formulare mit Ihren eigenen Daten intelligent entsprechend der Struktur Ihrer Dokumente trainieren.
Weitere Informationen
Anpassen der Textextraktion an Ihre Formulare

Wenn Sie mit Dokumenten arbeiten, die von herkömmlichen Formaten abweichen, z. B. branchenspezifische Materialien, müssen Sie häufig Ihre eigene Lösung erstellen. Die benutzerdefinierten Extrahierungsfunktionen in der Formularerkennung helfen Ihnen dabei, diese Herausforderung zu umgehen, indem Sie anhand von nur fünf Dokumenten ihre eigenen Daten trainieren. Die erste Ausgabe ist nicht nur zuverlässiger und auf Ihre Anforderungen zugeschnitten, sondern sie ermöglicht es Ihnen auch, menschliche Eingaben bereitzustellen, um ein hochgenaues Modell zu erstellen, das an Ihre Formulare angepasst wird.
Formularerkennung überall, in der Cloud oder am Edge anwenden

Erkennen Sie Formulare am Edge, lokal und in der Cloud mit Containerunterstützung in Azure Applied AI Services. Die portable Architektur kann direkt in Azure Kubernetes Service (AKS) oder Azure Container Instances bereitgestellt werden. oder an einen Kubernetes -Cluster, der in Azure Stack bereitgestellt wird. Verwenden Sie die REST-Schnittstelle der Formularerkennung-API, um sie dann in Azure Applied KI-Suchindizes zu integrieren, Geschäftsprozesse zu automatisieren und benutzerdefinierte Workflows für Ihr Unternehmen zu erstellen.
Weitere Informationen
Formulare und Dokumente analysieren

Treffen Sie datengestützte Entscheidungen, indem Sie Daten aus Dokumenten extrahieren und von Ihrem Datenvisualisierungsdienst analysieren lassen.
Intelligente Suchindizes erstellen

Finden Sie ganz einfach bestimmte Informationen in Ihren Dokumenten und Formularen, z. B. die Gesamtsumme der zu zahlenden Konten, indem Sie Formularerkennung in Azure Applied AI Search integrieren.
Geschäftsworkflows automatisieren

Extrahieren Sie Texte, Schlüssel-Wert-Paare, Tabellen und Strukturen aus Dokumenten, und leiten Sie diese an Ihre Back-End-Systeme weiter, um Aufgaben wie die Schadensabwicklung oder Rechnungs- und Belegverarbeitung auszuführen.
App-Innovationen mit cloudbasierten KI-Diensten fördern

Lernen Sie fünf wichtige Möglichkeiten kennen, wie Ihre Organisation mit KI beginnen kann, um schnell einen Mehrwert zu erzielen.
Studie lesen
Datenschutz und Sicherheit

Formularerkennung hält Ihre Daten privat. Das für Ihre Dokumente durchgeführte benutzerdefinierte Training wird von Microsoft nicht verwendet, um das Formularerkennungsmodell zu verbessern.
Sie kontrollieren Ihre Daten. Mithilfe von Containern können Sie auswählen, wo die Azure-Formularerkennung Ihre Daten verarbeitet. Dies sorgt in Hybridumgebungen für Konsistenz bei den Daten, der Verwaltung, den Identitäten und der Sicherheit.
Formularerkennung ist Teil von Azure Applied AI Services und basiert auf einer Azure-Infrastruktur und Sicherheit auf Unternehmensniveau, Verfügbarkeit, Compliance und Verwaltbarkeit.
Weitere Informationen zur Sicherheit bei Azure
Dokumente kostengünstig verarbeiten

Sie können im Tarif „Free“ und „Standard“ wertvolle Informationen aus Dokumenten extrahieren – und das zu einem Bruchteil der Kosten für die manuelle Extraktion.
Formularerkennungspreise anzeigen
Los geht‘s in drei Schritten

Nutzen Sie die Formularerkennung in Ihrem Azure-Konto.
Die Formularerkennung erkennt Schlüssel, Werte und Tabellen.
Verwenden Sie eine einfache REST-API zum extrahieren von Daten aus Ihren Dokumenten.
Dokumentation und Ressourcen

Erste Schritte

Dokumentation durchsuchen
Am Microsoft Learn Kurs zum Analysieren von Belegen teilnehmen
Codebeispiele erkunden

Den Beispielcode ansehen
Kunden und Partner, die Formularerkennung benutzen

Automatisieren von Rechnungs- und Vertragsprozessen
EY hilft Kunden dabei, Daten aus Verträgen und Rechnungen mithilfe von Formularerkennung zu extrahieren und dabei Hunderte von Tausenden von Stunden manueller Arbeit zu sparen.
Erfolgsstory lesen
Das Onboarding von Patienten wird vereinfacht
HCA Healthcare verwendet Formularerkennung, um das Onboarding von Patienten zu vereinfachen und zu verbessern und die Verwaltungszeit für die Eingabe von sich wiederholenden Daten in das System des Pflegecenters zu verkürzen.
Erfolgsstory lesen
Beschleunigen der Zeit bis zur Erkenntnis
Chevron verwendet Formularerkennung mit der Roboterprozessautomatisierungsplattform von UiPath, um die Extraktion unstrukturierter Daten zu automatisieren, damit Mitarbeiter Ihre Zeit für hochwertige Analysen aufwenden können.
Erfolgsstory lesen
Liefert eine Fünf-Sterne-Kundenbindungserfahrung
Emaar verwendet Formularerkennung, um Quittungen zu überprüfen und Kundenbindungsprogrammmitglieder zu belohnen, ihre Kundenerfahrung zu differenzieren und ihre monatlichen Verarbeitungskosten um mehr als 50 Prozent zu senken.
Erfolgsstory lesen
Zeit sparen bei jeder Transaktion
Die Standard Bank of South Africa verwendet Formularerkennung, um die Verarbeitung komplexer grenzübergreifender Transaktionen zu automatisieren und so den Kundendienst zu verbessern und gleichzeitig die Verarbeitungszeit und Betriebskosten erheblich zu reduzieren.
Erfolgsstory lesen
Häufig gestellte Fragen zu Formularerkennung

Überprüfen Sie die Verfügbarkeit der Azure-Formularerkennung.
Das Produkt unterstützt gedruckte und handschriftliche Formulare, PDF-Dateien und Bildformate.
Die Azure Formularerkennung unterstützt mehrere Sprachen, einschließlich Englisch, Französisch, Deutsch, Italienisch, Spanisch, Portugiesisch, Niederländisch, Chinesisch, Japanisch und Koreanisch. Eine vollständige Liste finden Sie hier.
Bei der benutzerdefinierten Option werden fünf Beispiele verwendet, um die Struktur Ihrer Dokumente kennenzulernen und auf intelligente Weise Texte und Daten zu extrahieren, die optimal auf Ihre Dokumente zugeschnitten sind. Die vorgefertigte Option verwendet keine Beispiele – das Modell wurde bereits trainiert und kann direkt zum Extrahieren von Schlüsselfeldern aus bestimmten Dokumenttypen verwendet werden.
Layout extrahiert Text mithilfe der hochauflösenden und für Dokumente angepassten optischen Zeichenerkennung (Optical Character Recognition, OCR). Außerdem werden die Strukturen von Tabellen (Zeilen- und Spaltenzahl), Auswahlmarkierungen und mehr extrahiert.
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Vorgestellt

KI + Machine Learning

Analysen

Compute

Container

Datenbanken

DevOps

Entwicklungstools

Hybrid Cloud und Multi Cloud

Identität

Integration

Internet der Dinge

Verwaltung und Governance

Medien

Migration

Mixed Reality

Mobil

Netzwerk

Sicherheit

Speicher

Web

Windows Virtual Desktop

Anwendungsfälle

Anwendungsbereitstellung

KI

Cloudmigration und -modernisierung

Daten und Analysen

Hybrid Cloud und Infrastruktur

Internet der Dinge

Sicherheit und Governance

Branchenlösungen

Organisationstyp

Ressourcen

Azure-Formularerkennung

Text und Struktur schnell aus Dokumenten extrahieren

Einfache Textextraktion

Benutzerdefinierte Ergebnisse

Flexible Bereitstellung

Integrierte Sicherheit

Verwenden von KI zum Erstellen von Dokumentverarbeitungsworkflows

Einfache Extraktion von Texten und Strukturen mit einer benutzerfreundlichen REST-API

Siehe die folgenden Beispiele

Layout

Vordefiniert

Benutzerdefiniert

Anpassen der Textextraktion an Ihre Formulare

Formularerkennung überall, in der Cloud oder am Edge anwenden

Formulare und Dokumente analysieren

Intelligente Suchindizes erstellen

Geschäftsworkflows automatisieren

App-Innovationen mit cloudbasierten KI-Diensten fördern

Datenschutz und Sicherheit

Dokumente kostengünstig verarbeiten

Los geht‘s in drei Schritten

Dokumentation und Ressourcen

Erste Schritte

Codebeispiele erkunden

Kunden und Partner, die Formularerkennung benutzen

Häufig gestellte Fragen zu Formularerkennung

Sind Sie bereit? Dann richten Sie Ihr kostenloses Azure-Konto ein.
