ML and CV competitions

Participation in the CV / ML competitions

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Dec 30, 19

Dec 30, 19

Oct 29, 17

Итоги 2019

Итоги 2019, в этот раз по-русски

Posted by snakers41 on December 30, 2019

How I got to Top 10 in Spacenet 4 Challenge

My first serious DL competition

Posted by islanna on March 5, 2019

Spark in me - annual retrospective 2018

Spark in me - annual retrospective 2018

Posted by snakers41 on December 29, 2018

Training your own MNASNET

Or how we failed

Posted by snakers41 on September 3, 2018

Speeding up word distance calculation 100x

My plain approach to faster and more practical cosine distance calculation

Posted by snakers41 on August 12, 2018

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

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

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

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

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