CQA: New Large-Scale Dataset for Compositional Question Answering

6 March 2019

CQA: New Large-Scale Dataset for Compositional Question Answering

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…

RobotriX: New Large-Scale Dataset of Sequences with Robot Trajectories and Interactions

4 February 2019

RobotriX: New Large-Scale Dataset of Sequences with Robot Trajectories and Interactions

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…

“Diversity in Faces”: New Large-Scale Dataset for Facial Recognition

1 February 2019
diversity faces ibm dataset

“Diversity in Faces”: New Large-Scale Dataset for Facial Recognition

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…

Natural Questions: New Large-Scale Corpus for Question-Answering by Google AI

31 January 2019

Natural Questions: New Large-Scale Corpus for Question-Answering by Google AI

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…

CheXpert: New Large Chest X-Ray Dataset And Competition

26 January 2019
chexpert dataset

CheXpert: New Large Chest X-Ray Dataset And Competition

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…

Tencent Released The Largest Multi-Labelled Image Dataset. It contains 18 million images and 11 000 classes

16 January 2019
tencent ml images

Tencent Released The Largest Multi-Labelled Image Dataset. It contains 18 million images and 11 000 classes

Tencent AI has now released the largest open-source, multi-label image dataset – Tencent ML Images. It contains nearly 18 million images, multi-labeled with up to 11,166 categories. While big corporations…

New Datasets for Object Tracking

8 November 2018

New Datasets for Object Tracking

Object tracking in the wild is far from being solved. Existing object trackers do quite a good job on the established datasets (e.g., VOT, OTB), but these datasets are relatively…

New Datasets for 3D Human Pose Estimation

8 November 2018

New Datasets for 3D Human Pose Estimation

Human pose estimation is а fundamental problem in computer vision. Computer’s ability to recognize and understand humans in images and videos is crucial for multiple tasks including autonomous driving, action…

New Datasets for 3D Object Recognition

6 November 2018

New Datasets for 3D Object Recognition

Robotics, augmented reality, autonomous driving – all these scenarios rely on recognizing 3D properties of objects from 2D images. This puts 3D object recognition as one of the central problems…

New Datasets for Action Recognition

22 October 2018

New Datasets for Action Recognition

Action recognition is vital for many real-life applications, including video surveillance, healthcare, and human-computer interaction. What do we need to do to classify video clips based on the actions being…

New Datasets for Disguised Face Recognition

9 October 2018
Face recognition datasets in the wild

New Datasets for Disguised Face Recognition

Face recognition is a common task in deep learning, and convolutional neural networks (CNNs) are doing a pretty good job here. I guess Facebook usually performs right at recognizing you…

Pushing the Limits of Unconstrained Face Detection: a New Challenge Dataset

30 August 2018
Face detection datasets

Pushing the Limits of Unconstrained Face Detection: a New Challenge Dataset

If your application performs landmark detection, face alignment, face recognition or face analysis, the first step is always face detection. And in fact, face detection progressed tremendously in the last…

More Than 10 NLP Datasets Available from IBM’s Project Debater

30 August 2018
project debater NLP datasets

More Than 10 NLP Datasets Available from IBM’s Project Debater

In June 2018, IBM announced that an Artificial Intelligence System engaged in the first-ever live, public debates with humans. Their so-called “Project Debater” as the first cognitive system able to…

“Falling Things”: A Synthetic Dataset by Nvidia for Pose Estimation

26 April 2018
A Synthetic Dataset by Nvidia for Pose Estimation

“Falling Things”: A Synthetic Dataset by Nvidia for Pose Estimation

Deep learning made a lot of progress in image recognition and visual arts. The deep learning approach is used to solve the problems of image recognition, image captioning, image segmentation,…