• Step 01
  Data Collection

  · CAPTCHA image data collection for the Supreme Court's My Case search

  - Automate data collection for learning

  

  Big Data

• Step 02
  Data preprocessing

  · Data Preprocessing for Learning

  - Preprocess training images to improve image recognition

  - Cleansing, Filtering, Transforma tion, Reduction, Integration

  

  Data Preprocessing

• Step 03
  Data learning and analysis

  · Data learning and analysis

  - Learning from preprocessed image data

  - Analyze image recognition rates to create optimal learning engines

  

  Data Learning & Analysis

• Step 04
  Monitoring and relearning

  · Maintain and upgrade recognition rates

  - Maintain performance through monitoring

  - Collect and analyze error data

  - Improve engine performance with relearning

  

  Data Monitoring & Relearning

This is an RPA model that uses EGEYE Plus on the Supreme Court My Case search page to automate the task of interpreting and entering 6 digits of the captcha image, searching for the case number, and writing the output search data to an excel form file.