AI Use Case

Improve image (and video) quality

Use deep neural networks to remove clutter from images - this can vary from blurring to watermarks. This will often be used when poor quality image data has been captured and mass data cleaning will help improve training data for other AI applications.

Function

Information Technology

Data Management

Benefits

Data - Data cleansing,Data - Data enhancement

Case Studies

Nvidia~Nvidia restores images by only looking at corrupted examples using machine learning

Industry

Consumer Goods And Services

Entertainment And Sports

Data Sets

Images,Video

AI Technologies

Model Architecture - Deep Neural Networks,ML Task - Prediction - Generation,ML Task - Prediction - Annotation,ML Task - Prediction - Multi-class Classification,ML Task - Prediction - Binary Classification,ML Task - Prediction - Regression

Potential Vendors

Nvidia