Bank Checks OCR
This article describes how to build an OCR API that extracts data from Bank Checks using our deep learning engine. If you want to automate your bank workflow, this article is for you.
- You’ll need a free beta account. Sign up and confirm your email to login.
- You’ll need at least 20 Bank Checks images or pdfs to train your OCR.
Define your Bank Checks use case
First, we’re going to define what fields we want to extract from your Bank Checks.
- Issuer: The bank check's issuer's full name.
- Recipient: The bank check's recipient's full name.
- Amount: The bank check amount transferred from the issuer to the recipient.
- Date: The date the bank check was written.
- Check Number: The bank check Number (top hand right corner)
That’s it for our use case. Feel free to add any other relevant data to fit your requirements.
Deploy your API
Once you have defined the list of fields you want to extract from your Bank Checks, head over to the platform and press the ‘build a new endpoint’ button.
You land now on the setup page. Here is the image you can use for setting up the API, and my set up looks like this:
Once you’re ready, click on the “next step” button. We are going to specify the data types for each of the fields we want our API to extract.
To go further, you can download this json config to set up your data model or do it manually.
Issuer: type String that never contains numeric characters.
Recipient: type String that never contains numeric characters and that is mostly handwritten.
Amount: type Number that is mostly handwritten.
Date: type Date with US format that is mostly handwritten.
Check Number: type Number without specifications.
Once you’re done setting up your data model, press the Data model ready? start training button at the top of the screen.
Train your Bank Checks OCR
You’re all set!
Now is the time to train your Bank Checks deep learning model in the Training section of our API.
In a few hours (minutes if you're fast), you’ll get your first model trained and will be able to use your custom OCR API for parsing Bank Checks in your application.
To get more information about the training phase, please refer to the getting started tutorial. If you have any questions regarding your use case, feel free to reach out!