Computer vision


Computer vision related stuff
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    Apr 29, 18
    Apr 29, 18
    Oct 29, 17

    Exploring the limits of unsupervised Machine Learning in Computer Vision

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

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

    And why this competition was a lottery

    Playing with electricity - forecasting 5000 time series

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

    How we participated in SpaceNet three Road Detector challenge

    And how we got into top 10 =)

    Animal detection in the jungle - 1TB+ of data, 90%+ accuracy and 3rd place in the competition, Part 2

    Final solution description

    GAN paper list and review

    My brief guide / notes I made when reading GAN papers

    A first year retrospective on Spark-in.me

    Or what we achieved last year and a small summary for potential business clients

    Animal detection in the jungle - 1TB+ of data, 90%+ accuracy and 3rd place in the competition

    Or what we have learned, how to win prizes in such competitions and some useful advice + some trivia

    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