Computer Vision Lab

Nikolay Falaleev



A Robotics, Computer Vision and Machine Learning lab by Nikolay Falaleev. The main focus of the blog is Self-Driving Car Technology and Deep Learning.

Here you can find all posts materials.

All Posts

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06 Nov 2018

Benchmarking RTX 2080 Ti vs Pascal GPUs vs Tesla V100 with DL tasks

Comparation of Nvidia RTX 2080 Ti with GTX 1080 Ti and 1070.

3 mins read
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24 Oct 2018

Semantic Segmentation of Seismic Reflection Images

A gold medal solution of the TGS Salt Identification Challenge.

12 mins read
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23 Oct 2018

About Kaggle TGS Salt Identification Challenge

Kaggle Challenge to segment salt deposits beneath the Earth's surface on seismic images.

1 min read
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05 Jun 2018

Discussion of the Lyft Perception Challenge

How to increase inference speed on a semantic segmentation task and further ideas.

4 mins read
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05 Jun 2018

Multiclass semantic segmentation with LinkNet34

A CNN approach used for multiclass semantic segmentation during the Lyft Perception Challenge.

6 mins read
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31 May 2018

About Lyft Perception Challenge

A partnered Lyft and Udacity semantic segmentation challenge with synthetic images.

2 mins read
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21 Feb 2018

An approach to predicted class balancing

An approach how to increase your position on a leaderpoard in a classification datascience competition by balancing predictions.

7 mins read
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20 Feb 2018

Camera model identification with deep learning

Ideas and approach to the Kaggle IEEE's Signal Processing Society - Camera Model Identification challenge.

5 mins read
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20 Oct 2017

How I run TensorFlow with CUDA 9 and cuDNN 7 in openSUSE on Ryzen

A set of instruction to run a modern version of the deep learning framework TensorFlow on AMD Ryzen.

5 mins read
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21 Sep 2017

Neural network for multiclass image segmentation

VGG16-based fully convolutional networks for semantic segmentation of images on Cityscapes

3 mins read