American schools use text analysis to combat psychological violence

24 September 2021

American schools use text analysis to combat psychological violence

According to a report by the Center for Democracy and Technology, more than 70% of American schools use software to detect signs of bullying, violence and self-harm among schoolchildren. Most…

IC-GAN: generating synthetic images without training individual objects

21 September 2021

IC-GAN: generating synthetic images without training individual objects

IC-GAN is a set of FAIR models for generating images, objects and scenes on which were absent in the training dataset. IC-GAN can be used for data augmentation. Generative-adversarial networks…

Machine learning was used to analyze career growth

20 September 2021

Machine learning was used to analyze career growth

The researchers used neural networks to study periods of high activity of artists, scientists and directors. The obtained results can be used to identify and develop talented teenagers in various…

AIMI: database of medical image datasets

20 September 2021

AIMI: database of medical image datasets

The University of Cambridge has teamed up with Microsoft AI to develop the largest open-source medical image dataset platform, AIMI. AIMI already has more than 1 million images, and this…

Neural network trained to recognize Alzheimer’s disease with record accuracy

20 September 2021

Neural network trained to recognize Alzheimer’s disease with record accuracy

The researchers reported on the development of a method for early diagnosis of Alzheimer’s disease from fMRI images based on ResNet 18. The accuracy of the model is 99.99%, which…

SETI Project: application of machine learning for animal speech recognition

20 September 2021

SETI Project: application of machine learning for animal speech recognition

The CETI collaboration uses machine learning models to decipher the ways sperm whales communicate. The team includes dozens of scientists, including experts in the field of natural language processing, marine…

Invisible keyboard for smartphones based on decoders

18 September 2021

Invisible keyboard for smartphones based on decoders

Scientists have developed a model that allows you to enter text on smartphones based on the user’s memory of the location of letters in the keyboard layout. This keyboard allows…

Exscientia startup reduces drug design time by 70%

15 September 2021

Exscientia startup reduces drug design time by 70%

The startup Exscientia, which develops drugs based on genetic data and machine learning, has started clinical research of drugs for the treatment of oncological, immune and psychiatric diseases. The algorithms…

OpenRooms: manipulating objects in 3D scenes

15 September 2021

OpenRooms: manipulating objects in 3D scenes

OpenRooms is an open-source dataset and a set of tools for managing objects, materials, lighting and other parameters of 3D scenes of indoor interiors. The dataset is intended for use…

PyTorch-Amazon plugin for direct access to S3 datasets

13 September 2021

PyTorch-Amazon plugin for direct access to S3 datasets

Amazon has released an open-source plugin for PyTorch, designed to gain access to datasets stored in Amazon Simple Storage Service (S3). The plugin allows you to use datasets of any…

The neural network was trained to simulate a biological neuron

12 September 2021

The neural network was trained to simulate a biological neuron

Scientists have chosen the architecture of a neural network that reproduces the complexity of a biological neuron with 99% accuracy. The study allowed for the first time to compare biological…

Applying deep learning in productivity applications

12 September 2021

Applying deep learning in productivity applications

The article provides an overview of productivity-enhancing applications based on deep learning that allow you to automatically transcribe online meetings, edit texts, manage sleep quality and solve other tasks. 1.…

GSLM: text-free FAIR NLP model

11 September 2021

GSLM: text-free FAIR NLP model

GSLM is a FAIR natural language processing model that does not require training on datasets with texts. The key advantages of GSLM are the possibility of teaching it to any…

Speech processing technologies allow identifying mental disorders

9 September 2021

Speech processing technologies allow identifying mental disorders

Startup Ellipsis Health uses natural language processing algorithms to detect mental disorders. The model analyzes the user’s answers to several questions and his voice for signs of stress, depression and…

EuroCity Persons: road traffic dataset of European countries

9 September 2021

EuroCity Persons: road traffic dataset of European countries

The EuroCity Persons dataset contains more than 47,000 photos of streets in 12 countries with annotations of pedestrians and vehicles. The dataset is aimed at improving object recognition models, including…

IceNet: forecasting arctic climate change

9 September 2021

IceNet: forecasting arctic climate change

The system based on the convolutional neural network IceNet predicts the state of the Arctic ice for months ahead. The tool will improve the early warning systems used to monitor…

Dlib and Mediapipe libraries for tracking face keypoints

7 September 2021

Dlib and Mediapipe libraries for tracking face keypoints

Face tracking is used in augmented reality, medicine, marketing and security applications. The article describes two libraries that allow the detection of key points of the face in real time.…

Neural networks were used to detect train malfunctions

5 September 2021

Neural networks were used to detect train malfunctions

The algorithms of Duos Technologies determine the malfunctions of trains when they pass at full speed through a set of cameras. The system reduces the time of full inspection of…

Google AI model recognizes diseases of the chest organs

5 September 2021

Google AI model recognizes diseases of the chest organs

The deep learning algorithm developed by Google AI recognizes a wide class of diseases from chest X-rays. The model was able to recognize abnormal images of patients with diseases that…

CO3D: dataset with three-dimensional object reconstructions

5 September 2021

CO3D: dataset with three-dimensional object reconstructions

FAIR presented CO3D, a dataset containing accurate three-dimensional reconstructions of 19,000 real objects. The dataset is intended for use in augmented reality tasks and in game development. Common Objects in…

7 sites with publicly available datasets

2 September 2021

7 sites with publicly available datasets

The article provides an overview of sites containing tens of thousands of datasets in the public domain. The datasets presented on these resources cover such areas as healthcare, geography, sociology,…