Art-and-The-Artist 🎨

Neural Style Transfer featuring styles by Vangogh, Picasso, Rembradnt and Salvador Dali. Be the canvas for the world’s greatest artists. Upload your image and convert it into stunning artworks of the artist you choose.

Neural Network

• Custom architecture utilising residual hourglass and separable residual blocks.
• Framework : PyTorch (1.10.2)
• Dataset : COCO Dataset
  
  

Feature Extractor

• VGG19

How to use:

• Clone repository to local machine and open directory src.
  

 streamlit run app.py

• WebApp:
  
  
  

To Do:

• Train model for more epochs.