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
Potential Vendors
Nvidia
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