stylizer

Inspiration

Implementing Image.to Image transformation algorithms.

Also, deploying a deep learning model in production.

What it does

There are a couple of algorithms provided

• Multi Style Transfer for Images: Allows taking an image from a file, webcam or sharing a screen and applying 16 different styles with different proportions.

• Comixifying Images: Take an image similar to the Multi Style Transfer, and comixify it in a manner similar to japanese anime style.

How I built it

• The models were first trained on Google Cloud ML Engine, and it is also used as a prediction service.

• The web service is implemented in Go, and the frontend uses material components.

• Additionally, for Multi Style Transfer, an offline model is also provided for on device prediction, as well as offline prediction.

What's next for stylizer

• more image to image transformation models, see the readme in the tasks folder in the repo

Repo

https://github.com/suyash/stylizer

Built With

• go
• google-app-engine
• google-cloud-ai-platform
• tensorflow