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d7fd4a5 · Feb 9, 2023

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CV_eng_task

1 Task: 1.1) Scrap all the images of the people wearing a particular cloth. 1.2) Scrap all the images of the cloths (not worn on somebody) 1.3) Scrap all the colors of the particular image of a person and its corresponding cloths. (This is a bonus, totally optional) All this was done. Photos of cloths and people can be found in https://drive.google.com/drive/folders/1fhitPv8nnbMcbOzURJ-OQHp4sn-nAdTB. Was a little bit hard to deal with capthca, I tried to use Selenium, but there is some problem with collab and Selenium and as I work with Collab server becauese they use American servers and site works without vpn, I decided to use time outs to not be banned. So it works, I downloaded all clothes in all colors around 1200 pictures.

2 task: first of all I used padding to get the same size of pictures. Then I used UNET to make a segmentation using the mask. Cut the mask from IMG and then normalized and get the img with applied mask on blue background.

https://github.com/Viroslav/CV_eng_task/blob/main/2_task.png

P.S. more comfortable viewing on Collab https://colab.research.google.com/drive/1ayDus2cbNhRyhYz2Z25EVGJdPV-E3JQj?usp=sharing

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