snakers41

All these things will be lost like tears in rain.

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Sep 3, 18

Sep 3, 18

Feb 9, 17

Training your own MNASNET

Or how we failed

Posted by snakers41 on September 3, 2018

Neural networks Computer vision Deep learning ML and CV competitions Data Science

Speeding up word distance calculation 100x

My plain approach to faster and more practical cosine distance calculation

Posted by snakers41 on August 12, 2018

Deep learning ML and CV competitions Data Science

Solving class imbalance on Google open images

Or potentially building a model cascade to alleviate severe class imbalance

Posted by snakers41 on July 23, 2018

Neural networks Computer vision Deep learning ML and CV competitions Data Science

Playing with Crowd-AI mapping challenge - or how to improve your CNN performance with self-supervised techniques

A small case for searching for internal structure within the data, weighting and training your CNNs properly

Posted by snakers41 on July 15, 2018

Neural networks Computer vision Deep learning ML and CV competitions Data Science

Playing with Variational Auto Encoders - PCA vs. UMAP vs. VAE on FMNIST / MNIST

TLDR - they are very cool - but useful only on very simple domains and datasets

Posted by snakers41 on July 7, 2018

Neural networks Computer vision Deep learning ML and CV competitions Data Science

Playing with adversarial attacks on Machines Can See 2018 competition

Or how I ended up in a team that won in the Machines Can See 2018 adversarial competition

Posted by snakers41 on June 9, 2018

Neural networks Computer vision Deep learning ML and CV competitions Data Science

Exploring the limits of unsupervised Machine Learning in Computer Vision

Or continuation of flat saga (there is no free lunch indeed)

Posted by snakers41 on April 29, 2018

Neural networks Computer vision Deep learning ML and CV competitions Data Science

Applying Deep Watershed Transform to Kaggle Data Science Bowl 2018 (dockerized solution)

And why this competition was a lottery

Posted by snakers41 on April 16, 2018

Neural networks Computer vision Deep learning ML and CV competitions Data Science

Playing with a simple SOCKS5 proxy server on Digital Ocean and Ubuntu 16

A step by step explanation for non-technical users

Posted by snakers41 on April 13, 2018

Admin and linux stuff Internet security Digital freedom Internet and such

Playing with electricity - forecasting 5000 time series

Applying random forests and deep encoder-decoder RNNs to time series prediction

Posted by snakers41 on April 8, 2018

Neural networks Computer vision Deep learning ML and CV competitions Data Science