Convert Pdf Data Into Json Data By using MLAi , in which Converting PDF data to JSON format in Azure can be achieved using various services and approaches. One way to accomplish this is by leveraging Azure Cognitive Services, specifically the Azure Form Recognizer API. This service utilizes machine learning algorithms to analyze the layout and content of structured documents like PDFs.
In the Form Recognizer service, you can extract information and receive the results in JSON format. This allows you to programmatically access the extracted data and utilize it in your applications or workflows.
A cloud computing platform provided by Microsoft, to extract data from PDF files and generate JSON output. Azure likely offers services or tools that enable them to process PDF documents and extract relevant information in a structured format, such as JSON. This approach can be useful for automating data extraction and analysis from PDF files, which are commonly used for storing textual and graphical information.
ML & AI Azure
A cloud computing platform provided by Microsoft, to extract data from PDF files and generate JSON output. Azure likely offers services or tools that enable them to process PDF documents and extract relevant information in a structured format, such as JSON. This approach can useful for automating data extraction and analysis from PDF files, which are commonly used for storing textual and graphical information.
Create an Azure account
Go to the Azure portal website at https://portal.azure.com.
Click on the “Start free” or “Create account” button on the homepage.
Once your account created, you will redirected to the Azure portal, where you can start exploring and using various Azure services.
Create storage account
Now, we have to create storage account to store trained data.
Form Recognizer
Form Recognizer helps automate the process of extracting key information from forms and documents. Instead of manually reading and inputting data, you can use Form Recognizer to extract data fields such as names, addresses, dates, invoice numbers, and more. This can save time, reduce errors, and improve efficiency in various business processes.
Create your form recognizer
Open your form recognizer and click on form recognizer studio(click on try it)
open custom models
Train custom models to classify documents and extract text, structure and fields from your forms or documents.
You need to create your project
Upload minimum 5 pdf files from your local device and click on “Run Layout” for analyze.
To “Train” your pdfs you have to do label your pdfs, for labeling clik on “Draw Region”.
Model has been created
Open model -> Click on test -> Upload pdfs –> Run Analyze
You can see your output in “Result”.
Convert Pdf Data Into Json Data By using MLAi
Now download result –> import in database
