NASA ExoMiner neural network has discovered 301 exoplanets

29 November 2021

NASA ExoMiner neural network has discovered 301 exoplanets

NASA has developed an Exominer neural network that identifies space objects by attenuation of radiation from stars. Based on data from the Kepler mission, the neural network has discovered more…

Pixellib: library for object segmentation in photos and videos

28 January 2021

Pixellib: library for object segmentation in photos and videos

Pixellib is a library for the task of segmenting objects in images and videos. The library supports two main types of object segmentation: semantic and instance segmentation. The complexity of…

Google Dataset Search Comes Out of Beta Version

24 January 2020
google dataset search

Google Dataset Search Comes Out of Beta Version

Today, Google has announced the official release of Google Dataset Search. The new feature allows for discovering millions of datasets available on the web. Engineers at Google have indexed more…

Who Leads the Self-Driving Cars Race? State-of-Affairs in Autonomous Driving

30 January 2019
self-driving cars

Who Leads the Self-Driving Cars Race? State-of-Affairs in Autonomous Driving

Within just a couple of years, self-driving cars have gone from science fiction to “now commercially available” road-bound reality. This year’s CES (the largest consumer electronics show) was “flooded” with…

VGG16 – Convolutional Network for Classification and Detection

20 November 2018
vgg16

VGG16 – Convolutional Network for Classification and Detection

VGG16 is a convolutional neural network model proposed by K. Simonyan and A. Zisserman from the University of Oxford in the paper “Very Deep Convolutional Networks for Large-Scale Image Recognition”.…

Blazingly Fast Video Object Segmentation with Pixel-Wise Metric Learning

12 June 2018
Blazingly Fast Video Object Segmentation with Pixel-Wise Metric Learning

Blazingly Fast Video Object Segmentation with Pixel-Wise Metric Learning

The immeasurable amount of multimedia data is recorded and shared in the current era of the Internet. Among it, a video is one of the most common and rich modalities,…

“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,…