As a leading data collection and annotation company, we embarked on a project to create a comprehensive dataset for bank cheque processing. Our aim was to support advancements in Optical Character Recognition (OCR), fraud detection, and the automation of cheque clearance processes.
We successfully collected a diverse range of bank cheque images, ensuring a variety of handwriting styles, bank designs, and conditions, including wear-and-tear. Our expert team meticulously annotated critical components such as payee names, amounts, signatures, and MICR codes, catering to the intricate needs of machine learning models.
Existing OCR Verification: We cross-checked transcriptions against current OCR solutions.
Banking Expert Review: Consultation with banking professionals ensured real-world relevance and accuracy.
Inter-annotator Agreement: Multiple annotators reviewed the same images for consistent annotations.
Our proficiency in data collection and annotation has culminated in the creation of the Bank Cheque Dataset, poised to transform various aspects of banking automation, particularly in the realms of cheque clearance and fraud detection..With an extensive range of cheque samples and detailed annotations, it stands as an indispensable tool for fintech advancements.
To get a detailed estimation of requirements please reach us.