Neural network trained to color black-and-white photos without object recognition

18 May 2021

Neural network trained to color black-and-white photos without object recognition

The pix2pix neural network was trained to automatically color old black-and-white photos. The model will allow colorization specialists to reduce the time spent on color selection and manual coloring of…

DeformableRavens: Google AI neural networks set for training robots to move deformable objects

17 May 2021

DeformableRavens: Google AI neural networks set for training robots to move deformable objects

Google AI has introduced a set of neural networks and benchmarks for them, which allow robots to be trained to move one-, two-and three-dimensional deformable objects. The code opens up…

Google AI introduced a neural network that determines the position of the eye pupils with high accuracy

14 May 2021

Google AI introduced a neural network that determines the position of the eye pupils with high accuracy

Google AI has developed a method for accurately tracking the position of the eyes using smartphones based on machine learning. The neural network can open up new perspectives in the…

Artificial Intelligence System Predicts Worsening Patient in Emergency Room

14 May 2021

Artificial Intelligence System Predicts Worsening Patient in Emergency Room

A group of researchers has created an approach to automatically predict the deterioration of patients’ condition using a neural network. The system was trained on chest x-rays and non-visual clinical…

MIT has developed a wireless system for monitoring drug intake based on artificial intelligence

13 May 2021

MIT has developed a wireless system for monitoring drug intake based on artificial intelligence

Researchers at the Massachusetts Institute of Technology have developed a technology that combines wireless sensing and artificial intelligence to detect medication errors without the need for physical contact. This device…

PyOD: Python-a library for detecting anomalous data

13 May 2021

PyOD: Python-a library for detecting anomalous data

PyOD is a Python library with more than 30 state-of-the-art algorithms for detecting rare and suspicious data or events. The field of application of methods for recognizing such anomalies includes…

FiftyOne: a tool for working with the Google Open Images dataset

13 May 2021

FiftyOne: a tool for working with the Google Open Images dataset

FiftyOne is the most convenient way to work with images from Open Images, the largest dataset from Google, widely used in computer vision technologies. The tool’s functionality includes selecting images…

Vision Transformers perform surprisingly well without attention

8 May 2021

Vision Transformers perform surprisingly well without attention

Vision Transformers without layers of attention performed strongly on ImageNet. This shows that the attention mechanism is not the key to the effectiveness of the Vision Transformer architecture, contrary to…

The neural network was trained to determine physiological parameters from the video recording of the patient’s face

6 May 2021

The neural network was trained to determine physiological parameters from the video recording of the patient’s face

The neural network allows to determine heart rate and blood oxygen saturation without using medical equipment or a fitness tracker. The technology simplifies the process of medical diagnostics and makes…

Casual Conversations: a dataset from FAIR aimed at increasing the inclusiveness of neural networks

6 May 2021

Casual Conversations: a dataset from FAIR aimed at increasing the inclusiveness of neural networks

FAIR presented the Casual Conversations dataset, consisting of 45,186 videos with people of different ages, genders, and skin colors. The dataset will allow developers to evaluate the uniformity of recognition…

Sony patented AI assistant for computer games

5 May 2021

Sony patented AI assistant for computer games

Sony has patented artificial intelligence (AI) for controlling game characters. The AI ​​assistant can imitate the gameplay style of the particular human player. Why is it needed At first glance,…

The neural network allowed to study the effect of brain tumors on the connectome

3 May 2021

The neural network allowed to study the effect of brain tumors on the connectome

The neural network was taught to identify brain tumors from MRI images, which can be so small that they will not be noticed by a doctor. Based on the data…

FAIR developed DINO architecture for self-supervised image analysis

3 May 2021

FAIR developed DINO architecture for self-supervised image analysis

DINO is FAIR’s self-supervised tool for modern Visual Transformer models. The framework effectively handles highlighting of important content in images without labels. The open-source code is available. Why is it needed…

American banks are implementing artificial intelligence to improve client service

30 April 2021

American banks are implementing artificial intelligence to improve client service

Several US banks have started using facial recognition software. Artificial intelligence technologies allow customer preferences analysis, employee actions monitoring, and tracking people sleeping near ATMs. Next year, City National Bank…

IBM has increased the quality of speech recognition by 57% in the Watson Speech to Text service

29 April 2021

IBM has increased the quality of speech recognition by 57% in the Watson Speech to Text service

The improved neural network training strategy has allowed IBM to significantly increase the efficiency of the speech-to-text tool. The service works with eight languages and provides a record high speed…

The neural network was trained to play the Queen of Spades, the app is available on Android

27 April 2021

The neural network was trained to play the Queen of Spades, the app is available on Android

In the Android app, you can play a card game with a neural network. An iterative approach to training, in which the neural network plays against its own replica, trained…

A neural network helps prevent traffic accidents

27 April 2021

A neural network helps prevent traffic accidents

The neural network, along with the computer vision system, determines in real time whether the car driver has fallen asleep or not. The use of this technology will lead to…

NVIDIA neural network generates realistic 3D worlds based on Minecraft

22 April 2021

NVIDIA neural network generates realistic 3D worlds based on Minecraft

Nvidia has unveiled GANcraft, a neural network for creating photorealistic images based on 3D block worlds, similar to the worlds in Minecraft. GANcraft creates a visualization of a world, taking…

GANverse3D: a neural network from NVIDIA reconstructs a 3D model from a single photo

19 April 2021

GANverse3D: a neural network from NVIDIA reconstructs a 3D model from a single photo

The neural network from NVIDIA allows one to transform a flat image into a realistic three-dimensional model that can be manipulated in virtual space. The new approach to generation of…

Stratified normalization: a new method for improving the performance of neural networks

16 April 2021

Stratified normalization: a new method for improving the performance of neural networks

The new stratified normalization algorithm significantly increases the accuracy of emotion recognition based on the electroencephalogram (EEG) signal. Feature normalization per participant and session – the key idea of the…

New style transfer method ArtFlow allows for lossless images styling

12 April 2021

New style transfer method ArtFlow allows for lossless images styling

ArtFlow is a framework for transferring lossless image style using reversible neural flows. The open-source code is on Github. Why is it needed The Universal Style Transfer (UST) task allows…