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Azure-Formularerkennung
Azure-Formularerkennung

Ein KI-basierter Dienst zur Dokumentextraktion, der Ihre Formulare auch wirklich versteht
Text und Struktur schnell aus Dokumenten extrahieren

Beschleunigen Sie Ihre Geschäftsprozesse durch das Automatisieren der Informationsextraktion. Die Azure-Formularerkennung wendet moderne Technologien des maschinellen Lernens an, um Texte, Schlüssel-Wert-Paare, Tabellen und Strukturen präzise aus Dokumenten zu extrahieren. Mit wenigen Beispielen können Sie die Azure-Formularerkennung an Ihre Dokumente anpassen – egal ob lokal oder in der Cloud. Gewinnen Sie aus Dokumenten aussagekräftige Daten, und sparen Sie dabei noch Zeit und Geld. So können Sie Informationen sinnvoll nutzen, anstatt sie einfach nur zusammenzutragen.
Erfahren Sie mehr über die neuen Funktionen der Azure-Formularerkennung.
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.
Einfache Extraktion von Texten und Strukturen mit einer benutzerfreundlichen REST-API

Extrahieren Sie Texte, Schlüssel-Wert-Paare und Tabellen originalgetreu aus Dokumenten, Formularen, Belegen, Rechnungen und Visitenkarten, ohne die Dokumente aufwendig nach Typ zu bezeichnen und ohne Programmier- oder Wartungsaufwand. Nutzen Sie die vorgefertigten benutzerdefinierten Formulare der Azure-Formularerkennung und die Layout-APIs, um Informationen organisiert 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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                        "text": "Project 2",
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                        "text": "Invoice 3-456-2 Data 8",
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                        "text": "Z4575",
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                        "text": "Invoice 3-456-2 Data 9",
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                        "text": "Invoice 3-456-2 Data 10",
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                            6.4375,
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                            6.7583,
                            3.0833,
                            6.7583,
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                                    6.8569,
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                        "text": "Invoice Subtotal:",
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                            7.3083,
                            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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                            {
                                "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,
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                            {
                                "text": "Rate:",
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                                    5.5861,
                                    7.6278,
                                    5.8083,
                                    7.6278,
                                    5.8083,
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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,
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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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                            5.4167,
                            7.95,
                            5.8292,
                            7.95,
                            5.8292,
                            8.0917,
                            5.4167,
                            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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                        ]
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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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                            8.4139
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                                "text": "Other:",
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                                    5.6917,
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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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                                "text": "0",
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                                    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, beispielsweise mit branchenspezifischen Layouts, müssen Sie häufig eine eigene Lösung entwickeln. Mit den benutzerdefinierten Extraktionsfunktionen der Azure-Formularerkennung können Sie dieses Problem beheben, indem Sie das Training anhand Ihrer eigenen Daten und mit lediglich fünf Dokumenten durchführen. Dabei ist die erste Ausgabe nicht nur zuverlässiger und an Ihre Anforderungen angepasst, sondern lässt sich außerdem manuell bearbeiten. So erhalten Sie ein hochpräzises, maßgeschneidertes Modell für Ihre Formulare.
Ortsunabhängiges Anwenden der Azure-Formularerkennung – in der Cloud oder am Edge

Erkennen Sie Formulare am Edge, lokal und in der Cloud – inklusive Containerunterstützung – in Azure Applied AI Services. Die portable Architektur kann direkt für Azure Kubernetes Service (AKS), Azure Container Instances oder einen Kubernetes-Cluster mit Bereitstellung in Azure Stack bereitgestellt werden. Nutzen Sie die REST-Schnittstelle der Azure-Formularerkennungs-API für die Integration in Azure Applied AI-Suchindizes, die Automatisierung von Geschäftsprozessen und die Erstellung benutzerdefinierter Workflows für Ihr Unternehmen.
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 problemlos spezifische Informationen, beispielsweise Ihre gesamten Verbindlichkeiten, in Ihren Dokumenten und Formularen, indem Sie die Azure-Formularerkennung in die Azure Applied AI-Suche 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.
Datenschutz und Sicherheit

Mit der Azure-Formularerkennung bleiben Ihre Daten privat. Microsoft nutzt das benutzerspezifische Training mit Ihren Dokumenten nicht für die Verbesserung des Azure-Formularerkennungsmodells.
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.
Die Azure-Formularerkennung ist eine Komponente von Azure Applied AI Services. Sie beruht auf der Azure-Infrastruktur und überzeugt durch Sicherheit, Verfügbarkeit, Compliance und Verwaltung auf Unternehmensniveau.
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.
Siehe die Preisinformationen zur Azure-Formularerkennung
Los geht‘s in drei Schritten

Nutzen Sie die Azure-Formularerkennung in Ihrem Azure-Konto.
Die Azure-Formularerkennung erkennt Schlüssel, Werte und Tabellen.
Use simple REST API to extract data from your documents.
Dokumentation und Ressourcen

Erste Schritte

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

Den Beispielcode ansehen
Kunden und Partner nutzen die Azure-Formularerkennung

Zelros verarbeitet eingehende Kundenanfragen dank der Azure-Formularerkennung schneller und beschleunigt so den Kundendienst.
Erfolgsstory lesen
Automation Anywhere verwendet die Azure-Formularerkennung, um die Maßnahmen der Gesundheitsdienstleister im Vereinigten Königreich zur Eindämmung von COVID-19 zu unterstützen.
Erfolgsstory lesen
Die RPA-Plattform von UiPath stellt einen Meilenstein dar. Mit ihr können riesige Mengen formularbasierter Inhalte von Partnern aus dem Ölgeschäft verarbeitet werden.
Erfolgsstory lesen
Chevron beschleunigt seinen Zugriff auf konsistente und zuverlässige Daten mithilfe der Azure-Formularerkennung.
Erfolgsstory lesen
Blue Prism – ein Unternehmen für robotergesteuerte Prozessautomatisierung – spart seinen Kunden mithilfe der intelligenten Datenextraktion Millionenbeträge.
Erfolgsstory lesen
Erfahren Sie, wie Financial Fabric mithilfe der Azure-Formularerkennung eine SaaS-Lösung (Software-as-a-Service) erstellt hat, um Finanztransaktionen zu verarbeiten.
Erfolgsstory lesen
Häufig gestellte Fragen (FAQ) zu Azure-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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Azure-Formularerkennung

Text und Struktur schnell aus Dokumenten extrahieren

Einfache Textextraktion

Benutzerdefinierte Ergebnisse

Flexible Bereitstellung

Integrierte Sicherheit

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

Siehe die folgenden Beispiele

Layout

Vordefiniert

Benutzerdefiniert

Anpassen der Textextraktion an Ihre Formulare

Ortsunabhängiges Anwenden der Azure-Formularerkennung – in der Cloud oder am Edge

Formulare und Dokumente analysieren

Intelligente Suchindizes erstellen

Geschäftsworkflows automatisieren

Datenschutz und Sicherheit

Dokumente kostengünstig verarbeiten

Los geht‘s in drei Schritten

Dokumentation und Ressourcen

Erste Schritte

Codebeispiele erkunden

Kunden und Partner nutzen die Azure-Formularerkennung

Häufig gestellte Fragen (FAQ) zu Azure-Formularerkennung

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