no code implementations • 5 May 2019 • Alexander Rakhlin, Aleksei Tiulpin, Alexey A. Shvets, Alexandr A. Kalinin, Vladimir I. Iglovikov, Sergey Nikolenko
Breast cancer is one of the main causes of death worldwide.
4 code implementations • 18 Sep 2018 • Alexander Buslaev, Alex Parinov, Eugene Khvedchenya, Vladimir I. Iglovikov, Alexandr A. Kalinin
We provide examples of image augmentations for different computer vision tasks and show that Albumentations is faster than other commonly used image augmentation tools on the most of commonly used image transformations.
no code implementations • 13 Jun 2018 • Alexander V. Buslaev, Selim S. Seferbekov, Vladimir I. Iglovikov, Alexey A. Shvets
Analysis of high-resolution satellite images has been an important research topic for traffic management, city planning, and road monitoring.
1 code implementation • 9 Jun 2018 • Selim S. Seferbekov, Vladimir I. Iglovikov, Alexander V. Buslaev, Alexey A. Shvets
Semantic segmentation is in-demand in satellite imagery processing.
3 code implementations • 3 Jun 2018 • Vladimir I. Iglovikov, Selim Seferbekov, Alexander V. Buslaev, Alexey Shvets
The most common approaches to instance segmentation are complex and use two-stage networks with object proposals, conditional random-fields, template matching or recurrent neural networks.