Form Recognizer uses a combination of machine learning techniques to extract data from documents. The first step in the process is to train the service on a set of sample documents. During training, the service learns to recognize the layout and structure of the documents, as well as the types of data that are contained within them. Once the service is trained, you can then use it to process new documents and extract data from them.
The best part is that the Form Recognizer service supports a variety of input formats, including PDF, TIFF, and JPG, and it can also handle documents that are scanned or photographed. Isn’t that wonderful! In addition, Form Recognizer can handle forms that are written in multiple languages and can extract data from both structured and unstructured documents.
Developers can access the service through a RESTful API, which allows developers to integrate Form Recognizer into their applications easily. The API supports a wide range of programming languages, including C#, Java, Python, and JavaScript. Further, it can be used to extract data from both individual documents and large batches of documents.
Form Recognizer also includes a set of pre-built models that can be used to extract data from specific types of documents, such as invoices and receipts. These pre-built models can be used out-of-the-box, or they can be fine-tuned to fit the needs of a specific application better.
Advantages of Using Form Recognizer
- One of the key advantages of Form Recognizer is its ability to extract data from both structured and unstructured documents. This makes it well-suited for a wide range of use cases, such as automating the processing of invoices and receipts, extracting data from legal documents, and automating the data entry process for a wide range of business applications.
- Yet another advantage of Form Recognizer is its ability to handle multiple languages, allowing developers to build multilingual applications that can process documents written in different languages. This makes Form Recognizer an ideal solution for businesses with a global presence, as well as for organizations that work with multilingual documents.
In short, Form Recognizer is an extremely powerful and flexible machine learning service that allows developers to extract data from a wide range of document types. The service is easy to use and can be integrated into a wide range of applications, making it an ideal solution for automating business processes and streamlining data entry. With its ability to handle both structured and unstructured documents, as well as support multiple languages, Form Recognizer is well-suited for a wide range of use cases and can help organizations to improve their efficiency and productivity.