ImagePairs: Realistic Super Resolution Dataset via Beam Splitter Camera Rig

no code implementations • 18 Apr 2020 • Hamid Reza Vaezi Joze, Ilya Zharkov, Karlton Powell, Carl Ringler, Luming Liang, Andy Roulston, Moshe Lutz, Vivek Pradeep

To our knowledge this is the most complete dataset for super resolution, ISP and image quality enhancement.

Benchmarking BIG-bench Machine Learning +1

DIY Human Action Data Set Generation

no code implementations • 29 Mar 2018 • Mehran Khodabandeh, Hamid Reza Vaezi Joze, Ilya Zharkov, Vivek Pradeep

Therefore, the ability to generate de novo data or expand an existing data set, however small, in order to satisfy data requirement of current networks may be invaluable.

Action Recognition Temporal Action Localization +1