Citibank, N.a.

Sakthivel Palanivel

Miriam Silver

Daniel Funken

Venkata Sesha Kiran Kumar Adimatyam

Ashutosh K Sureka

Anurag Bhakoo

Vicky Kapadia

Toan Pham

Jennifer Joy Bordon

Surendra Gangadhar Dumane

Ashleigh Trout

Ashim Mohanty

Monique Huang

Presented herein are systems and methods for the employment of machine learning models for image processing. A mobile application for client-side image processing and validation, which interacts with and leverages native image processing software of the client device, where the image processing software and the mobile application include any number of machine-learning models for identifying a document and attributes of the document for recognition and validation. This mobile application uses the image processing software from a client operating system to control the camera. The image processing software generates various types of information about a video frame and the document, and the mobile application invokes APIs or software libraries of the image processing software to access the information and validate the frame and document.

Machine-learning models for image processing

Systems and methods are described herein for novel uses and/or improvements for using artificial intelligence to determine whether an image is valid and/or formatted appropriately for printing onto a physical object. An image validation system may receive an image, for example, from a user. The image may be received in order to print the image onto a physical object. When the image is received, the validation system may use a first machine learning model to format the image appropriately and then use another machine learning model to determine whether the image has an appropriate context (e.g., no violence). Based on that determination, the validation system may either send the image for printing or try to remove the offending content from the image.

Validating image content and format using artificial intelligence

Growing community of inventors

Irving, TX, United States of America

Sakthivel Palanivel