Datasets

Researchers have shown that deep neural network classifiers fail to produce correct output when given specific samples with minor feature perturbations called adversarial examples. Generally, adversarial examples were created intentionally…

Google AI announced the release of a new dataset – YouTube-8M Segments. The novel dataset is an extension of the wide-known YouTube-8M dataset with human-verified labels on a subset of…

Waymo, the former Google self-driving project and one of the industry leaders in self-driving technology at the moment, is releasing a large public dataset for autonomous driving. As announced during…

Google AI announced Open Images v5 – a new version of Google’s large Open Images dataset which introduces segmentation masks to the set of annotations. The new dataset contains segmentation…

Google AI has announced the release of the world’s largest landmark recognition dataset called Google-Landmarks-v2. The dataset is the extension or the second version of the Google-Landmarks dataset released last…

Researchers from Stanford University have released a new large-scale dataset for compositional question answering called CQA. The new dataset, created by Drew Hudson and Christopher Manning, consists of 22 million…

3D PerceptionLab has released a Large-Scale Indoor Dataset of Sequences with Robot Trajectories and Interactions. Under the name RobotriX: An eXtremely Photorealistic and Very-Large-Scale Indoor Dataset of Sequences with Robot…

IBM Research has released a new large dataset called Diversity in Faces (DiF) to advance the study of fairness and accuracy in facial recognition technology. Researchers from IBM Research used…

Google AI has released Natural Questions: a new, large-scale corpus for training and evaluating question-answering systems. According to Google, the idea behind Natural Questions was to provide a corpus of…

The Machine Learning group at Stanford University has released a large labeled dataset of chest X-rays along with a competition for automated chest x-ray interpretation. The new dataset is called…