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Riconoscimento modulo Azure

Accelera l'estrazione delle informazioni dai documenti
Estrai rapidamente testo e struttura dai documenti

Riconoscimento modulo è un servizio di intelligenza artificiale che applica Machine Learning avanzato per estrarre testo, coppie chiave-valore, tabelle e strutture dai documenti in modo automatico e accurato. Trasforma i documenti in dati utilizzabili e sposta l'attenzione sull'azione sulle informazioni anziché sulla compilazione. Inizia usando modelli predefiniti o crea modelli personalizzati per i documenti sia in locale che nel cloud con Riconoscimento modulo studio o SDK.
Estrazione di testo semplice

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

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

Acquisisci dati dal cloud o dai 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.
Novità su Azure per intelligenza artificiale nella Build
Usa l'intelligenza artificiale per creare flussi di lavoro di elaborazione documenti

Informazioni su come accelerare i processi aziendali automatizzando l'estrazione di testo con Riconoscimento modulo. Questo webinar include demo pratiche per casi d'uso emblematici come l'elaborazione di documenti, il knowledge mining e la personalizzazione di modelli di intelligenza artificiale per settori specifici.
Estrai con facilità testo e struttura con una semplice API REST

Estrai testo, coppie chiave-valore e tabelle da documenti, moduli, ricevute, fatture e biglietti di vario tipo 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 Azure per estrarre informazioni dai documenti in modo organizzato.
Vedi gli esempi seguenti

------------------------------
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": [
                    {
                        "text": "Contoso",
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                        "text": "Bill To:",
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                                "text": "Bill",
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                            },
                            {
                                "text": "To:",
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                            }
                        ]
                    },
                    {
                        "text": "Contoso, Ltd",
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                                "text": "Contoso,",
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                            },
                            {
                                "text": "Ltd",
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                        ]
                    },
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                    },
                    {
                        "text": "Invoice #:",
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                            {
                                "text": "Invoice",
                                "boundingBox": [
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                            },
                            {
                                "text": "#:",
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                    },
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                                "text": "3-456-2",
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                        ]
                    },
                    {
                        "text": "Fax:",
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                                "text": "Fax:",
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                    },
                    {
                        "text": "Invoice Date:",
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                            },
                            {
                                "text": "Date:",
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                            }
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                    },
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                        ]
                    },
                    {
                        "text": "Project 2",
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                    },
                    {
                        "text": "Item #",
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                    },
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                        ]
                    },
                    {
                        "text": "Unit Price",
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                    },
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                    },
                    {
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                    },
                    {
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                            },
                            {
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                            },
                            {
                                "text": "Data",
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                            },
                            {
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                            }
                        ]
                    },
                    {
                        "text": "39",
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                                "text": "39",
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                    },
                    {
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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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Gli esempi personalizzati sono stati estratti mediante un modello personalizzato sottoposto a training con cinque file PDF per ogni tipo di modulo
Prova
Layout

Consente di rilevare ed estrarre il testo e il layout dei documenti, ad esempio tabelle, caselle di controllo e oggetti.
Altre informazioni
Predefinito

Questi sono modelli con training preliminare per scenari comuni, ad esempio ID, ricevute, fatture e così via, che consentono di estrarre testo, coppie chiave-valore e voci dai documenti.
Altre informazioni
Personalizzato

Questo servizio personalizzato per i moduli ti permette di eseguire il training in base ai tuoi dati per apprendere la struttura dei documenti in modo intelligente.
Altre informazioni
Personalizza l'estrazione del testo per i tuoi moduli

Quando lavori con documenti che si discostano da formati tradizionali, come materiali di settori specifici, devi spesso creare una soluzione personalizzata. Le funzionalità di estrazione personalizzate disponibili in Riconoscimento modulo consentono di superare questa sfida eseguendo il training sui dati personalizzati sulla base di soli cinque documenti. Non solo il primo output risulta più affidabile e personalizzato in base alle esigenze, ma consente anche di fornire input umano per creare un modello altamente accurato e personalizzato per i propri moduli.
Applica Riconoscimento modulo ovunque, nel cloud o all'Edge

Riconosci i moduli nei dispositivi perimetrali, in locale e nel cloud con il supporto dei contenitori in Servizi di intelligenza artificiale applicata di Azure. L'architettura portabile 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 negli indici di ricerca di intelligenza artificiale applicata di Azure, automatizzare i processi aziendali e creare flussi di lavoro personalizzati per il tuo business.
Altre informazioni
Analizza i moduli e i documenti

Prendi decisioni basate sui dati estraendo i dati dai documenti 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 la ricerca di intelligenza artificiale applicata di Azure.
Automatizza i flussi di lavoro aziendali

Estrai testo, coppie chiave-valore, tabelle e strutture da documenti e inseriscili nei sistemi back-end per eseguire attività quali riscatto, fatturazione ed elaborazione delle ricezioni.
Rinnova l'innovazione delle app con i servizi di intelligenza artificiale cloud

Impara 5 modi chiave in cui l'organizzazione può iniziare a usare l'intelligenza artificiale per realizzare rapidamente il valore.
Leggi lo studio
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 di Servizi di intelligenza artificiale applicata di Azure, supportati dall'infrastruttura di Azure e da funzionalità di sicurezza, disponibilità, conformità e gestibilità di livello aziendale.
Scopri di più sulla sicurezza in Azure
Elabora documenti a costi contenuti

Sono disponibili le opzioni di prezzo di livello Gratuito e Standard per estrarre informazioni preziose dai documenti a un costo decisamente ridotto rispetto ai costi 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.
Usare l'API REST semplice per estrarre dati dai documenti.
Documentazione e risorse

Introduzione

Esplora la documentazione
Segui il corso di Microsoft Learn sull'analisi delle ricevute
Esplora gli esempi di codice

Vedi il codice di esempio
Clienti e partner che usano Riconoscimento modulo

Automatizza i processi di fatturazione e contratto
EY sta aiutando i clienti a estrarre dati da contratti e fatture utilizzando Riconoscimento modulo, risparmiando centinaia di migliaia di ore di lavoro manuale.
Leggi la storia
Semplificazione dell'onboarding dei pazienti
HCA Healthcare utilizza Riconoscimento modulo per semplificare e migliorare l'esperienza di inserimento dei pazienti e per ridurre il tempo amministrativo dedicato all'immissione di dati ripetitivi nel sistema del centro di cura.
Leggi la storia
Accelera il tempo per ottenere dati analitici
Chevron utilizza Riconoscimento modulo con la piattaforma di automazione robotica dei processi di UiPath per automatizzare l'estrazione di dati non strutturati, consentendo ai dipendenti di concentrare il proprio tempo su analisi di alto valore.
Leggi la storia
Offri un'esperienza a cinque stelle
Emaar utilizza Riconoscimento modulo per scansionare le ricevute e premiare i membri del programma fedeltà, differenziando l'esperienza del cliente e riducendo i costi di elaborazione mensili di oltre il 50%.
Leggi la storia
Risparmia tempo su ogni transazione
Standard Bank of South Africa utilizza Riconoscimento modulo per automatizzare l'elaborazione di complesse transazioni transfrontaliere, migliorando il servizio clienti e riducendo significativamente i tempi di consegna e le spese operative.
Leggi la storia
Domande frequenti su Riconoscimento modulo

Controlla la disponibilità di Riconoscimento modulo Azure.
Supporta moduli stampati e scritti a mano, PDF e immagini.
Riconoscimento modulo Azure supporta più lingue, tra cui inglese, francese, tedesco, italiano, spagnolo, portoghese, olandese, cinese, giapponese e coreano. L'elenco completo è disponibile qui.
L'opzione personalizzata usa cinque esempi per apprendere la struttura dei documenti 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.
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), indicatori di selezione e altro ancora.
Possiamo iniziare quando vuoi a configurare il tuo account Azure gratuito

Inizia gratuitamente
In primo piano

Intelligenza artificiale + Machine Learning

Analisi

Calcolo

Contenitori

Database

DevOps

Strumenti per sviluppatori

Approccio ibrido e multi-cloud

Identità

Integrazione

Internet delle cose

Gestione e governance

Contenuti multimediali

Migrazione

Realtà mista

Dispositivi mobili

Rete

Sicurezza

Archiviazione

Web

Desktop virtuale Windows

Casi d'uso

Sviluppo di applicazioni

Intelligenza artificiale

Migrazione e modernizzazione cloud

Dati e analisi

Cloud ibrido e infrastruttura

Internet delle cose

Sicurezza e governance

Soluzioni per settori specifici

Tipo di organizzazione

Risorse

Riconoscimento modulo Azure

Estrai rapidamente testo e struttura dai documenti

Estrazione di testo semplice

Risultati personalizzati

Distribuzione flessibile

Sicurezza incorporata

Usa l'intelligenza artificiale per creare flussi di lavoro di elaborazione documenti

Estrai con facilità testo e struttura con una semplice API REST

Vedi gli esempi seguenti

Layout

Predefinito

Personalizzato

Personalizza l'estrazione del testo per i tuoi moduli

Applica Riconoscimento modulo ovunque, nel cloud o all'Edge

Analizza i moduli e i documenti

Crea indici di ricerca intelligenti

Automatizza i flussi di lavoro aziendali

Rinnova l'innovazione delle app con i servizi di intelligenza artificiale cloud

Privacy e sicurezza

Elabora documenti a costi contenuti

Inizia in tre passaggi

Documentazione e risorse

Introduzione

Esplora gli esempi di codice

Clienti e partner che usano Riconoscimento modulo

Domande frequenti su Riconoscimento modulo

Possiamo iniziare quando vuoi a configurare il tuo account Azure gratuito
