Update README.md

README.md

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 # pix2art
- Implementation of Pix2Pix 
+ Implementation of Pix2Pix generative adversarial network to generate painting from sketch in style of Ayvazovsky or Rembrandt
+
+ Try it: https://share.streamlit.io/olgachaganova/pix2art/main/streamlit_app/pix2art_streamlit.py
+
+#### Examples on test set for Ayvazovsky:
+
+![image](https://user-images.githubusercontent.com/68281687/123084124-38bc7a80-d43a-11eb-87d9-af9bfec7c67a.png)
+
+#### Free drawing in the app:
+
+![image](https://user-images.githubusercontent.com/68281687/123113093-b478f000-d457-11eb-84b4-89d086732c6d.png)
+
+- Dataset source: https://www.kaggle.com/grafstor/aivazovsky-pix2pix-dataset
+
+#### Examples on test set for Rembrandt:
+
+![image](https://user-images.githubusercontent.com/68281687/123084233-5689df80-d43a-11eb-80fc-4fca83ad3b4d.png)
+
+#### Free drawing in the app:
+
+![image](https://user-images.githubusercontent.com/68281687/123113175-c65a9300-d457-11eb-9245-a789718dc9cb.png)
+
+- Dataset source: https://www.kaggle.com/grafstor/rembrandt-pix2pix-dataset
+