I love photography and technology. This is fun to combine them together
What it does
This web can transfer the image you uploaded and the style image you selected to one new image with the feeling of art!!
How I built it
I built the machine learning part by tensorflow and python using CNN technology. The web is developed with html, css and js. I used Node.JS and EXPRESS as the server side.
Challenges I ran into
The biggest challenge is how to call the python script through my JS based server. I tried to you jQuery AJAX call and Python-shell package within npm. But I am running out of time.
Accomplishments that I'm proud of
I reproduced a tech paper published in 2016 on the style transfer named "A Neural Algorithm of Artistic Style"
What I learned
I am more familiar with the tech tools I have on hand
What's next for Art Filter
Try to connect the python with JS or rewrite the server with Flask. And add more options for the style.