Recognition and identification of signatures and stamps

Case

Recognition and identification of signatures and stamps

Problem

Clients at bank branches sign financial documents (contract, agreement, etc.) page by page, after which the operator puts a stamp.

Then the paper document is scanned and stored in the system of storage of scanned images of documents.

To exclude operator errors, the bank must be able to effectively recognize and identify signatures and seals in scanned document images.

Solution

Automatic detection, recognition and identification of graphic images (signatures, prints) from pages of different formats.

Technology stack

  • Python
  • Tesseract
  • TensorFlow
  • Keras
  • OpenCV
  • YOLOv3