Do you feel a lack of creativity while drawing sometimes? Stuck at a museum in front of La Joconde, ever wanted to find closely looking alike painting? Just bored about life, make your routine panorama looking alike a painting?

Download the PaintForMe app

What for

• Take a picture with your phone, or search on on your local drive.
• Send the picture to the server, and wait for paintings which are similar in the style of the initial sended picture.
  http://www.inference.vc/content/images/2016/01/9k-.jpg

Examples

• Example with a picture of building:
  
• Example with a picture of Venise:
  
• Example with a garden picture:
  
• Example with La Joconde:
  
  (still training the accuracy)

Usage

Play with the app

• Get a Firebase Account, setup your 'google-services.json' and build a new project
• or, use the apk provided

Play with the server

To reproduce the results:

1. Download the dataset at
2. Download the neural networks weights at . I used this deep neural network architecture vgg-19
3. Compute the vector representation for painting using script_python/model.py
4. Set Firebase config credentials in the backend.py. For more information about the api, I used
5. Launch the server with python backend.py

Visualisation of the latent space

Visualisation of a set of pictures using PCA algorithm and tensorboard Embedding