This post contains a description of the 14th place solution by Argus team (Ruslan Baikulov, Nikolay Falaleev) of the TGS...
The goal The overall goal of the competition on Kaggle platform was to build an algorithm that automatically and accurately...
Speedup tricks The basic prediction script was profiled with yappi multithreaded python profiler, and the profiling results gave rise to...
Software and Hardware The model used in the submission as well as previous experiments were prepared with use of different...
The goal The overall goal of the Challenge is to generate a binary labeled image masks for vehicles and a...
Introduction The main goal of the project is to train an fully convolutional neural network (encoder-decoder architecture with skip connections)...