Form Recognizer

Den AI-drevne dokumentuttrekkingstjenesten som forstår skjemaene dine

Trekk ut tekst og struktur raskt fra dokumenter

Få fart på forretningsprosessene ved å automatisere informasjonsuttrekking. Form Recognizer bruker avansert maskinlæring til nøyaktig uttrekking av tekst, nøkkel/verdipar og tabeller fra dokumenter. Med bare noen få eksempler skreddersyr Form Recognizer forståelsen sin til dokumentene dine, både lokalt og i skyen. Gjør skjemaer til brukbare data på en brøkdel av tiden og til en brøkdel av prisen, slik at du kan konsentrere deg om å utnytte informasjonen i stedet for å kompilere den.

Enkel uttrekking

Trekk enkelt ut data og organiser informasjon med forhåndsutviklede og egendefinerte funksjoner – uten behov for manuell merking.

Tilpassede resultater

Få utdata som er skreddersydd til oppsettene dine med automatisk tilpasset uttrekking, og forbedre dataene med tilbakemeldinger fra mennesker.

Fleksibel distribusjon

Trekk inn data fra skyen til kanten og bruk på søkeindekser, automatiserte forretningsarbeidsflyter og mer.

Innebygd sikkerhet

Stol på sikkerhet på foretaksnivå og personvern som gjelder for både dataene dine og alle opplærte modeller.

Trekk lett ut tekst og struktur med enkel REST-API

Trekk ut tekst, nøkkelverdipar og tabeller på en nøyaktig måte fra dokumenter, skjemaer, kvitteringer og visittkort uten manuell merking etter dokumenttype eller intensiv koding eller vedlikehold. Bruk API-er for egendefinerte skjemaer, forhåndsbygde API-er og oppsetts-API-er i Form Recognizer til å trekke ut informasjon fra dokumentene på en organisert måte.

Se i praksis

------------------------------

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",
                "lines": [
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                        "text": "Contoso",
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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,
                            3.0319,
                            5.4722,
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                                    7.0889,
                                    5.6083,
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                        "text": "Z4575",
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                            5.7944,
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                                    1.6514,
                                    5.9306,
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                        "text": "Invoice 3-456-2 Data 9",
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                            3.0319,
                            5.7944,
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                                    2.7403,
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                                "text": "Data",
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                            7.0889,
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                                    7.0889,
                                    5.9306,
                                    6.8569,
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                    {
                        "text": "Z4576",
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                                    1.6514,
                                    6.2514,
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                    {
                        "text": "Invoice 3-456-2 Data 10",
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                            6.1153,
                            3.0833,
                            6.1153,
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                            6.1153,
                            7.0889,
                            6.2514,
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                                    7.0889,
                                    6.2514,
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                        "text": "Z4577",
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                            6.4375,
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                            6.5736,
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                                    1.6514,
                                    6.5736,
                                    1.3972,
                                    6.5736
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                        ]
                    },
                    {
                        "text": "Invoice 3-456-2 Data 11",
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                            6.4375,
                            3.0833,
                            6.4375,
                            3.0833,
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                                "text": "Invoice",
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                                    2.3958,
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                            7.0889,
                            6.5736,
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                                    7.0889,
                                    6.5736,
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                                    1.6514,
                                    6.8944,
                                    1.3972,
                                    6.8944
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                        ]
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                    {
                        "text": "Invoice 3-456-2 Data 12",
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                            2.1,
                            6.7583,
                            3.0833,
                            6.7583,
                            3.0833,
                            6.8944,
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                                "text": "Invoice",
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                                    6.7583,
                                    2.3958,
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                                "text": "3-456-2",
                                "boundingBox": [
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                                    6.7583,
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                                    6.7583,
                                    2.7403,
                                    6.8944,
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                            },
                            {
                                "text": "Data",
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                                    6.7583,
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                                    6.7583,
                                    2.9569,
                                    6.8944,
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                                "text": "12",
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                                    3.0833,
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                            6.7583,
                            4.4736,
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                                    4.4736,
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                                    5.3444,
                                    6.8944,
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                                    7.0889,
                                    6.8944,
                                    6.8569,
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                        ]
                    },
                    {
                        "text": "Invoice Subtotal:",
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                            6.1319,
                            7.3083,
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                                "text": "Subtotal:",
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                                    7.3083,
                                    6.1319,
                                    7.4486,
                                    5.7444,
                                    7.4486
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                        ]
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                    {
                        "text": "2,014.00",
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                            7.0958,
                            7.3125,
                            7.0958,
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                                "text": "2,014.00",
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                                    7.3125,
                                    7.0958,
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                                    6.7361,
                                    7.4486
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                        "text": "Tax Rate:",
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                            7.6278,
                            5.8083,
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                                "text": "Tax",
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                                    7.6278,
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                                "text": "Rate:",
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                                    5.8083,
                                    7.6278,
                                    5.8083,
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                                    7.7694
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                            }
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                    },
                    {
                        "text": "8.75%",
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                            7.1278,
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                            7.7694
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                                    7.6333,
                                    7.1278,
                                    7.6333,
                                    7.1278,
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                                    6.875,
                                    7.7694
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                        "text": "Sales Tax:",
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                            5.8292,
                            7.95,
                            5.8292,
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                            8.0917
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                                "text": "Tax:",
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                                    5.8292,
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                                    5.6556,
                                    8.0917
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                    {
                        "text": "176.23",
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                            7.0833,
                            7.9556,
                            7.0833,
                            8.0917,
                            6.8,
                            8.0917
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                                "text": "176.23",
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                                    7.0833,
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                                    7.0833,
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                        "text": "Other:",
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                            5.6917,
                            8.2736,
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                        "text": "0",
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                            8.4139
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                                "text": "0",
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                            6.0028,
                            8.6097,
                            6.0028,
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                                "text": "Invoice",
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                                    8.6097,
                                    5.7347,
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                                    5.4292,
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                            {
                                "text": "Total:",
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                                    8.6097,
                                    6.0028,
                                    8.6097,
                                    6.0028,
                                    8.75,
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                                    8.75
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                        "text": "2,190.23",
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                            8.6139,
                            7.1097,
                            8.75,
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                            2.8611,
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De tilpassede eksemplene ble trukket ut ved å bruke en tilpasset modell som var lært opp med fem PDF-filer av hver skjematype

Vil du bygge dette?

Oppsett

Finner og trekker ut tekst og oppsett i dokumenter (blant annet tabeller, avmerkingsbokser og objekter).

Mer informasjon

Forhåndsutviklet

Dette er forhåndsopplærte modeller for vanlige scenarioer som trekker ut tekst, nøkkelverdipar og linjeelementer fra dokumenter.

Mer informasjon

Tilpasset

Med denne egendefinerte tjenesten kan du bruke dine egne data til å lære strukturen av dokumentene på en intelligent måte.

Mer informasjon

Tilpass uttrekking til skjemaene dine

Når du arbeider med dokumenter som avviker fra tradisjonelle formater, for eksempel bransjespesifikt materiale, må du ofte lage din egen løsning. De egendefinerte uttrekkingsfunksjonene i Form Recognizer kan hjelpe deg med denne utfordringen ved å lære seg opp på dataene dine basert på bare fem dokumenter. Ikke bare er de første utdataene mer pålitelige og skreddersydde til dine behov, men du kan også komme med egen informasjon for å skape en meget nøyaktig modell som er tilpasset skjemaene dine.

Bruk Form Recognizer hvor som helst, fra skyen til kanten

Gjenkjenn skjemaer på kanten, lokalt og i skyen med beholderstøtte i Azure Cognitive Services. Den bærbare arkitekturen kan distribueres direkte til Azure Kubernetes Service eller Azure Container Instances eller til en Kubernetes-klynge distribuert til Azure Stack. Bruk REST-grensesnittet på Form Recognizer-API-en for deretter å integrere med kognitive søkeindekser, automatisere forretningsprosesser og opprette egendefinerte arbeidsflyter for forretningen.

Mer informasjon

Analyser skjemaer og dokumenter

Foreta datadrevne beslutninger ved å trekke ut data fra tabeller og skjemaer og plassere dem i datavisualiseringstjenesten for analyser.

Opprett intelligente søkeindekser

Du finner enkelt spesifikk informasjon i dokumenter og skjemaer, blant annet total leverandørreskontro, ved å integrere Form Recognizer med Azure Cognitive Search.

Automatiser forretningsarbeidsflyter

Trekk ut tekst, nøkkelverdipar og tabeller fra skjemaer og kvitteringer, og send dem inn i bakprogramsystemene til å utføre oppgaver som behandling av krav, fakturaer og kvitteringer.

Personvern og sikkerhet

  • Form Recognizer holder dataene dine private. Den egendefinerte opplæringen som utføres på dokumentene dine, brukes ikke av Microsoft til å forbedre Form Recognizer-modellen.
  • Du har kontroll over dataene dine. Ved hjelp av beholdere bestemmer du hvor Form Recognizer behandler dataene dine – og støtter konsekvens i hybride miljøer på tvers av data, administrasjon, identitet og sikkerhet.
  • Form Recognizer er en del av Azure Cognitive Services, støttet av Azures infrastruktur og sikkerhet på foretaksnivå, tilgjengelighet, forskriftssamsvar og administrasjon i Azure.

Behandle dokumenter på en kostnadseffektiv måte

Form Recognizer tilbyr gratistjenester og standardpriser for å trekke ut verdifull informasjon fra dokumenter til en brøkdel av prisen av manuell uttrekking.

Se priser for Form Recognizer

Kom i gang med tre trinn

Bruk Form Recognizer med Azure-kontoen din.
Form Recognizer oppdager nøklene, verdiene og tabellene.

Bruk enkle REST-API-kall til å trekke ut nøkkel/verdiparene og tabellene fra skjemaene.

Dokumentasjon og ressurser

Kom i gang

Les dokumentasjonen vår

Ta Microsoft Learn-kurset

Utforsk kodeprøver

Se vår nye prøvekode

Kundene bruker Form Recognizer til å forvandle dokumentene

Zelros får fart på registreringen med Form Recognizer og kan levere raskere kundeservice

Zelros

Automation Anywhere bruker Form Recognizer for å støtte det britiske helsevesenet gjennom automatisk og skalert behandling av helseskjemaer

Automation Anywhere

UiPaths banebrytende RPA-plattform behandler store mengder skjemabasert innhold fra oljefeltpartnere.

UiPath

Chevron fremskynder tilgangen til konsekvente og pålitelige data med Form Recognizer.

Chevron

Blue Prism, et selskap for robotisk prosessautomatisering, sparer kundene sine for flere millioner dollar gjennom intelligent datauttrekking.

blueprism

Finn ut hvordan Financial Fabric opprettet en SaaS (programvare som tjeneste)-løsning ved hjelp av Form Recognizer for å behandle økonomiske transaksjoner.

Financial Fabric

Vanlige spørsmål om Form Recognizer

  • Form Recognizer er nå i forhåndsvisning og er tilgjengelig i flere Azure-områder, og tilgjengeligheten vil bli utvidet i nærmeste fremtid.
  • Form Recognizer støtter utskrevne og håndskrevne skjemaer, PDF-filer og bilder.
  • Form Recognizer er tilgjengelig på engelsk, med stadig større tilgjengelighet på andre språk.
  • Den egendefinerte funksjonen bruker fem utvalg til å lære strukturen i skjemaene dine, og trekker intelligent ut tekst og data som er skreddersydd til dokumentene dine. Det forhåndsbygde alternativet bruker ikke eksempler. Modellen er allerede opplært og klar til å trekke ut viktige felt fra spesifikke dokumenttyper. For øyeblikket finnes det forhåndsbygde API-er for visittkort og kvitteringer.
  • Oppsettet trekker ut tekst ved hjelp av optisk tegngjenkjennelse med høy oppløsning (OCR) som er skreddersydd for dokumenter. Det trekker også ut strukturene i tabeller (rad- og kolonnenummer).

Klar når du er – la oss konfigurere gratiskontoen din