Machine Learning | Dr.Alex https://petiushko.io/tag/machine-learning/ Machine Learning Wowchemy (https://wowchemy.com)en-usWed, 09 Nov 2022 00:00:00 +0000 https://petiushko.io/media/icon_huae623f1b5ebb59ec0111ba78b368ef88_4881_512x512_fill_lanczos_center_3.png Machine Learning https://petiushko.io/tag/machine-learning/ Mathematics and Theory in Deep Learning with Aleksandr Petiushko https://petiushko.io/talk/2022/11/09/2022-11-09/ Wed, 09 Nov 2022 00:00:00 +0000 https://petiushko.io/talk/2022/11/09/2022-11-09/ <p>I was <a href="https://t.me/dl_stories/619" target="_blank" rel="noopener">invited</a> by the <a href="https://dls.samcs.ru/dls" target="_blank" rel="noopener">Deep Learning School</a> to talk about the importance of mathematics and theory knowledge when working inside ML/DL domain.</p> Interviews in Deep Learning research with Aleksandr Petiushko https://petiushko.io/talk/2021/09/03/2021-09-03/ Fri, 03 Sep 2021 00:00:00 +0000 https://petiushko.io/talk/2021/09/03/2021-09-03/ <p>I was <a href="https://t.me/dl_stories/150" target="_blank" rel="noopener">invited</a> by the <a href="https://dls.samcs.ru/dls" target="_blank" rel="noopener">Deep Learning School</a> to talk about the different stuff around ML/DL interviews, how to prepare, what to expect, etc.</p> Deep Learning methods for Computer Vision https://petiushko.io/talk/2018/11/23/2018-11-23/ Fri, 23 Nov 2018 00:00:00 +0000 https://petiushko.io/talk/2018/11/23/2018-11-23/ Apparatus and method for data compression https://petiushko.io/publication/patent_2018_compression/ Thu, 02 Aug 2018 00:00:00 +0000 https://petiushko.io/publication/patent_2018_compression/ Target image generation utilizing a functional based on functions of information from other images https://petiushko.io/publication/patent_2016_func/ Tue, 30 Aug 2016 00:00:00 +0000 https://petiushko.io/publication/patent_2016_func/ Three-Dimensional Region of Interest Tracking Based on Key Frame Matching https://petiushko.io/publication/patent_2016_3droi/ Tue, 10 May 2016 00:00:00 +0000 https://petiushko.io/publication/patent_2016_3droi/ Methods and apparatus for merging depth images generated using distinct depth imaging techniques https://petiushko.io/publication/patent_2016_merge/ Thu, 07 Jan 2016 00:00:00 +0000 https://petiushko.io/publication/patent_2016_merge/ Depth Image Generation Utilizing Pseudoframes Each Comprising Multiple Phase Images https://petiushko.io/publication/patent_2015_imagen/ Thu, 29 Oct 2015 00:00:00 +0000 https://petiushko.io/publication/patent_2015_imagen/ Image Processor Comprising Face Recognition System with Face Recognition Based on Two-Dimensional Grid Transform https://petiushko.io/publication/patent_2015_frgrid/ Thu, 01 Oct 2015 00:00:00 +0000 https://petiushko.io/publication/patent_2015_frgrid/ Image Processor with Static Hand Pose Recognition Utilizing Contour Triangulation and Flattening https://petiushko.io/publication/patent_2015_triangle/ Thu, 01 Oct 2015 00:00:00 +0000 https://petiushko.io/publication/patent_2015_triangle/ Image Processor Comprising Gesture Recognition System with Static Hand Pose Recognition Based on First and Second Sets of Features https://petiushko.io/publication/patent_2015_feat/ Thu, 10 Sep 2015 00:00:00 +0000 https://petiushko.io/publication/patent_2015_feat/ Image processor comprising gesture recognition system with static hand pose recognition based on dynamic warping https://petiushko.io/publication/patent_2015_warping/ Thu, 30 Jul 2015 00:00:00 +0000 https://petiushko.io/publication/patent_2015_warping/ Image processor comprising gesture recognition system with computationally-efficient static hand pose recognition https://petiushko.io/publication/patent_2015_static/ Thu, 07 May 2015 00:00:00 +0000 https://petiushko.io/publication/patent_2015_static/ Finite state machine cursor and dynamic gesture detector recognition https://petiushko.io/publication/patent_2015_gesture/ Thu, 30 Apr 2015 00:00:00 +0000 https://petiushko.io/publication/patent_2015_gesture/ Dynamic hand gesture recognition with selective enabling based on detected hand velocity https://petiushko.io/publication/patent_2015_dynamic/ Thu, 23 Apr 2015 00:00:00 +0000 https://petiushko.io/publication/patent_2015_dynamic/ Motion compensation method and apparatus for depth images https://petiushko.io/publication/patent_2015_mcomp/ Fri, 03 Apr 2015 00:00:00 +0000 https://petiushko.io/publication/patent_2015_mcomp/ Gesture recognition method and apparatus based on analysis of multiple candidate boundaries https://petiushko.io/publication/patent_2015_palm/ Thu, 29 Jan 2015 00:00:00 +0000 https://petiushko.io/publication/patent_2015_palm/