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style-me's Introduction

Hi there, I'm Sergey ๐Ÿ‘‹.

  • ๐Ÿ”ญ I am a Research Scientist at Yandex Research, working on Deep Learning for Computer Vision.
  • ๐ŸŽ“ I am also a Ph.D. student at Skolkovo Institute of Science and Technology under the supervision of prof. D. Dylov.
  • โšก Fun fact: besides having MSc degree in Computer Science ๐Ÿ’ป I also have a degree in Organic Chemistry ๐Ÿ‘จโ€๐Ÿ”ฌ
  • I โค๏ธ triathlon ๐ŸŠโ€โ™‚๏ธ๐Ÿšดโ€โ™‚๏ธ๐Ÿƒโ€โ™‚๏ธ and weightlifting ๐Ÿ‹๏ธโ€โ™‚๏ธ
  • ๐ŸŒ You can find my academic work on Google Scholar.
  • ๐Ÿ’Ž I write summaries of the latest research papers in Deep Learning in my Telegram channel.
  • ๐Ÿฆ Contact me through email [email protected] or LinkedIn!

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style-me's Issues

Timeout request canceling

Cancel request if it takes too long. Should probably check if there is an issue with route/host/port/whatever

Extract all transformations

All transformations must be held separately. Find out how to return/process async results of Alamofire requests to perform this refactoring for stylization

Wrong routes handling

Handle wrong routes/hosts initialized initialization. Do not allow it to crash the app

Stylization changes size of photo

Since stylization is trained to deal with images of shape (256, 256, 3), it processes them correctly with no changes of shape. However, it standard IOS image of shape (485, 402, 3) (tested on iphone 7) is passed, it changes the shape of it. In this particular case, the resulting shape is (488, 404, 3).

IOS sends rotated image

For some weird reason IOS stores UIImages rotated by pi/2. It leads to a situation when rotated image is sent on backend. After stylization it returns back also rotated, but now gets displayed in rotated way. Figure out what's going on

Make UIImageViews keep proportions

UIImageViews currently stretch photos taken with the camera. It a problem for both image preview on main view and for big image on the second (stylization) view.

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