This is to confirm my affiliation with the website - Alexander Veysov
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Dec 4, 17
Dec 4, 17
Feb 9, 17

What nobody will tell you about what they do

A couple of real and funny cases from practice

Identify fish challenge - playing with object detection

Or working with large scale video datasets for beginners

Поиск работы не закрывая глаза на реальность

Или продолжение веселых приключений длиной в несколько кварталов

Трудовая иммиграция в сфере IT / интернета

Или советы от бывшего финансиста применительно к технической трудовой эмиграции

What did the bird say? Part 8 - fast Squeeze-net on 800k images - 500s per epoch (instead of 10k - 20k seconds)

What worked, what did not, or how to speed up your model training 20x times

Get acquainted with U-NET architecture + some keras shortcuts

Or U-NET for newbies, or a list of useful links, insights and code snippets to get you started with U-NET

Yet another GPU server configuration guide

Or a simple checklist to set-up your own server for deep learning

What did the bird say? Part 7 - full dataset preprocessing (169GB)

Or how I prepared a huge dataset for playing with neural networks - 169GB of bird songs

What did the bird say? Part 6 - CNN proof of concept

Or how we got ~70% accuracy with 132 classes on ca. ~7k bird song dataset

What did the bird say? Part 5 - Dataset Preprocessing for CNNs

You do not like birds? You just do no know how to cook them