Riconoscimento modulo

Un servizio di estrazione di documenti basato su intelligenza artificiale in grado di comprendere i tuoi moduli

Estrai rapidamente testo e struttura dai documenti

Accelera i processi aziendali automatizzando l'estrazione di informazioni. Riconoscimento modulo applica tecniche avanzate di Machine Learning per estrarre in modo accurato testo, coppie chiave-valore e tabelle dai documenti. Sono sufficienti pochi esempi per permettere a Riconoscimento modulo di adattare il riconoscimento ai tuoi documenti, sia in locale che nel cloud. Trasforma i moduli in dati fruibili con rapidità e a un costo contenuto, così avrai più tempo a disposizione per agire sulle informazioni invece di compilarle.

Estrazione semplificata

Estrai con facilità i dati e organizza le informazioni con funzionalità predefinite e personalizzate, senza la necessità di applicare manualmente etichette.

Risultati personalizzati

Ottieni output personalizzato per i tuoi layout con l'estrazione personalizzata automatica e miglioralo con il feedback degli utenti.

Distribuzione flessibile

Acquisisci dati dal cloud ai dispositivi perimetrali e applicali a indici di ricerca, flussi di lavoro di automazione industriale e altro ancora.

Sicurezza incorporata

Affidati con fiducia alle funzionalità di sicurezza e privacy di livello enterprise applicate ai dati e ai modelli con training.

Estrai con facilità testo e struttura con una semplice API REST

Estrai testo, coppie chiave-valore e tabelle da documenti, moduli, ricevute e biglietti da visita in modo accurato e senza la necessità di applicare manualmente etichette per tipo di documento oppure di eseguire interventi intensivi di manutenzione o scrittura di codice. Usa le API per moduli personalizzati, predefinite e per layout di Riconoscimento modulo per estrarre informazioni dai documenti in modo organizzato.

Provala

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

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

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    "status": "succeeded",
    "createdDateTime": "2020-01-06T22:51:40Z",
    "lastUpdatedDateTime": "2020-01-06T22:51:44Z",
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                                    3.0319,
                                    5.2861,
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                                    4.4736,
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                        "text": "420.00",
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                            5.15,
                            7.0889,
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                            {
                                "text": "420.00",
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                                    7.0889,
                                    5.2861,
                                    6.8056,
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                        "text": "Z4574",
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                            1.6514,
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                                "text": "Z4574",
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                                    5.6083,
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                    {
                        "text": "Invoice 3-456-2 Data 8",
                        "boundingBox": [
                            2.1,
                            5.4722,
                            3.0319,
                            5.4722,
                            3.0319,
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                                "text": "Invoice",
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                                "text": "3-456-2",
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                                    5.3444,
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                            7.0889,
                            5.6083,
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                                    7.0889,
                                    5.6083,
                                    6.8056,
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                        "text": "Z4575",
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                            5.7944,
                            1.6514,
                            5.7944,
                            1.6514,
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                                "text": "Z4575",
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                                    5.7944,
                                    1.6514,
                                    5.9306,
                                    1.3972,
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                    {
                        "text": "Invoice 3-456-2 Data 9",
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                            5.7944,
                            3.0319,
                            5.7944,
                            3.0319,
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                                "text": "Invoice",
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                                "text": "3-456-2",
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                                    2.7403,
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                            {
                                "text": "Data",
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                                    2.9569,
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                                    6.2167,
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                        "text": "32.00",
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                            5.7944,
                            7.0889,
                            5.9306,
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                                "text": "32.00",
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                                    5.7944,
                                    7.0889,
                                    5.9306,
                                    6.8569,
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                    {
                        "text": "Z4576",
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                            6.1153,
                            1.6514,
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                                "text": "Z4576",
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                                    1.6514,
                                    6.2514,
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                                    6.2514
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                        ]
                    },
                    {
                        "text": "Invoice 3-456-2 Data 10",
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                            6.1153,
                            3.0833,
                            6.1153,
                            3.0833,
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                                "text": "Invoice",
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                                    2.7403,
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                                    5.3444,
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                            6.1153,
                            7.0889,
                            6.1153,
                            7.0889,
                            6.2514,
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                                "text": "80.00",
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                                    6.1153,
                                    7.0889,
                                    6.2514,
                                    6.8569,
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                        "text": "Z4577",
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                            1.6514,
                            6.4375,
                            1.6514,
                            6.5736,
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                                "text": "Z4577",
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                                    6.4375,
                                    1.6514,
                                    6.5736,
                                    1.3972,
                                    6.5736
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                        ]
                    },
                    {
                        "text": "Invoice 3-456-2 Data 11",
                        "boundingBox": [
                            2.1,
                            6.4375,
                            3.0833,
                            6.4375,
                            3.0833,
                            6.5736,
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                                "text": "Invoice",
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                                    6.4375,
                                    2.3958,
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                            {
                                "text": "3-456-2",
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                                    6.4375,
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                                    2.7403,
                                    6.5736,
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                            {
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                                "text": "11",
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                                    4.4736,
                                    6.5736,
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                                    5.3444,
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                            7.0889,
                            6.4375,
                            7.0889,
                            6.5736,
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                                    7.0889,
                                    6.5736,
                                    6.8056,
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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",
                        "boundingBox": [
                            2.1,
                            6.7583,
                            3.0833,
                            6.7583,
                            3.0833,
                            6.8944,
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                        "words": [
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                                "text": "Invoice",
                                "boundingBox": [
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                                    6.7583,
                                    2.3958,
                                    6.8944,
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                            {
                                "text": "3-456-2",
                                "boundingBox": [
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                                    6.7583,
                                    2.7403,
                                    6.7583,
                                    2.7403,
                                    6.8944,
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                            },
                            {
                                "text": "Data",
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                                    6.7583,
                                    2.9569,
                                    6.7583,
                                    2.9569,
                                    6.8944,
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                            {
                                "text": "12",
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                                    3.0833,
                                    6.8944,
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                        "text": "44",
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                            6.7583,
                            4.4736,
                            6.7583,
                            4.4736,
                            6.8944,
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                                    4.4736,
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                                    5.3444,
                                    6.8944,
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                                    7.0889,
                                    6.8944,
                                    6.8569,
                                    6.8944
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                            }
                        ]
                    },
                    {
                        "text": "Invoice Subtotal:",
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                            6.1319,
                            7.3083,
                            6.1319,
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                                "text": "Subtotal:",
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                                    7.3083,
                                    6.1319,
                                    7.4486,
                                    5.7444,
                                    7.4486
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                    {
                        "text": "2,014.00",
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                            7.0958,
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                                "text": "2,014.00",
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                                    7.0958,
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                                    6.7361,
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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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                    },
                    {
                        "text": "8.75%",
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                                    7.6333,
                                    7.1278,
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                                    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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                                    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,
                            8.0917,
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                            8.0917
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                                "text": "176.23",
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                                    7.0833,
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                        "text": "Other:",
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                            5.6917,
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                                "text": "0",
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                            6.0028,
                            8.6097,
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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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                            7.1097,
                            8.75,
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}

Gli esempi personalizzati sono stati estratti mediante un modello personalizzato sottoposto a training con cinque file PDF per ogni tipo di modulo

Vuoi crearlo?

Layout

Consente di rilevare ed estrarre il testo e il layout dei documenti, ad esempio tabelle, caselle di controllo, oggetti e così via.

Scopri di più

Predefiniti

Questi sono modelli con training preliminare per scenari comuni che consentono di estrarre coppie chiave-valore ed elementi di riga dai documenti.

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Personalizzato

Questo servizio personalizzato ti permette di eseguire il training in base ai tuoi dati per apprendere la struttura dei documenti in modo intelligente.

Scopri di più

Personalizza l'estrazione per i tuoi moduli

Se lavori con documenti in un formato diverso da quelli tradizionali, come materiali specifici del settore, è spesso necessario creare una soluzione personalizzata. Le funzionalità di estrazione personalizzata di Riconoscimento modulo aiutano a risolvere questo problema eseguendo il training dei tuoi dati in base ad appena cinque documenti. Non solo il primo output è più affidabile e specifico per le tue esigenze, ma puoi anche fornire input umani per creare un modello a precisione elevata personalizzato per i tuoi moduli.

Applica Riconoscimento modulo ovunque, dal cloud ai dispositivi perimetrali

Riconosci i moduli nei dispositivi perimetrali, in locale e nel cloud con il supporto dei contenitori in Servizi cognitivi di Azure. L'architettura portatile può essere distribuita direttamente nel servizio Azure Kubernetes, in Istanze di Azure Container o in un cluster Kubernetes distribuito in Azure Stack. Usa l'interfaccia REST dell'API Riconoscimento modulo per integrarla in indici di ricerca cognitiva, automatizzare i processi aziendali e creare flussi di lavoro personalizzati per il tuo business.

Scopri di più

Analizza i moduli e i documenti

Prendi decisioni basate sui dati estraendo i dati dalle tabelle e dai moduli e inserendoli nel servizio di visualizzazione dei dati per l'analisi.

Crea indici di ricerca intelligenti

Trova con facilità informazioni specifiche nei documenti e nei moduli, ad esempio il totale contabilità fornitori, grazie all'integrazione di Riconoscimento modulo con Ricerca cognitiva di Azure.

Automatizza i flussi di lavoro aziendali

Estrai testo, coppie chiave-valore e tabelle da moduli e ricevute e inseriscili nei sistemi back-end per eseguire attività quali riscatto, fatturazione ed elaborazione delle ricezioni.

Privacy e sicurezza

  • Riconoscimento modulo mantiene privati i tuoi dati. Il training personalizzato eseguito sui documenti non viene usato da Microsoft per migliorare il modello di Riconoscimento modulo.
  • Mantieni il controllo dei tuoi dati. Usando i contenitori, puoi scegliere dove elaborare i dati con Riconoscimento modulo, supportando la coerenza in ambienti ibridi tra dati, gestione, identità e sicurezza.
  • Riconoscimento modulo fa parte dei Servizi cognitivi di Azure, supportati dall'infrastruttura di Azure e da funzionalità di livello aziendale di sicurezza, disponibilità, conformità e gestibilità.

Elabora i documenti a costi contenuti

Riconoscimento modulo è disponibile gratuitamente e a prezzi standard per estrarre informazioni preziose dai documenti a un costo decisamente ridotto rispetto al prezzo dell'estrazione manuale.

Vedi i prezzi di Riconoscimento modulo

Inizia in tre passaggi

Usa Riconoscimento modulo con il tuo account Azure.
Riconoscimento modulo individua le chiavi, i valori e le tabelle.

Effettua chiamate a una semplice API REST per estrarre coppie chiave-valore e tabelle dai moduli.

Documentazione e risorse

Introduzione

Leggi la documentazione

Completa il corso di Microsoft Learn

Esplora gli esempi di codice

Scopri il nostro codice di esempio

Clienti che usano Riconoscimento modulo per trasformare i loro documenti

Zelros accelera l'accettazione per un servizio clienti più rapido con Riconoscimento modulo

Zelros

Automation Anywhere usa Riconoscimento modulo per consentire ai fornitori di servizi sanitari nel Regno Unito di elaborare automaticamente e su larga scala i moduli clinici

Automation Anywhere

La rivoluzionaria piattaforma RPA di UiPath elabora grandi quantità di contenuti basati su moduli provenienti dai partner del settore petrolifero.

UiPath

Chevron velocizza l'accesso a dati coerenti e affidabili con Riconoscimento modulo.

Chevron

Blue Prism, una società di automazione robotica dei processi, consente ai clienti di risparmiare milioni di dollari grazie all'estrazione intelligente dei dati.

blueprism

Financial Fabric ha sviluppato una soluzione di software come servizio (SaaS) usando Riconoscimento modulo per elaborare le transazioni finanziarie.

Financial Fabric

Domande frequenti su Riconoscimento modulo

  • Riconoscimento modulo, ora in anteprima, è disponibile in alcune aree di Azure e l'espansione della disponibilità è prevista per il prossimo futuro.
  • Riconoscimento modulo supporta moduli stampati e scritti a mano, PDF e immagini.
  • Riconoscimento modulo è disponibile in inglese, con la disponibilità in altre lingue in continuo aumento.
  • L'opzione personalizzata usa cinque esempi per apprendere la struttura dei moduli ed estrarre in modo intelligente il testo e i dati personalizzati per i tuoi documenti. L'opzione predefinita non usa campioni: il modello è già stato sottoposto a training ed è pronto per l'uso senza modifiche per estrarre campi chiave da tipi di documento specifici. Le due API predefinite attualmente disponibili sono Prebuilt Business Card e Prebuilt Receipt.
  • Layout estrae testo usando il riconoscimento ottico dei caratteri (OCR) a definizione elevata personalizzato per i documenti. Estrae anche le strutture delle tabelle (numeri di righe e di colonne).

Possiamo iniziare quando vuoi a configurare il tuo account Azure gratuito