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video_style_transfer

Tensorflow style transfer in video


This is a project of style transfer of famous paintings in videos

and implement Tensorflow Lite models inside android application. Android app will use Camera2 library for images.

Check this repo if you want to get an idea of Camera2 API usage, MVVM, KOIN_DI. Also example of Tensorflow lite models inside android.

This project is in Kotlin language and has:

  1. Camera2 API usage.

  2. Tensorflow Lite usage with .tflite models also:

  3. Databinding

  4. MVVM with Coroutines

  5. Koin DI

What is Style Transfer?

Artistic style transfer is an optimization technique used to take two images: a content image and a style reference image (such as an artwork by a famous painter) and blend them together so the output image looks like the content image, but “painted” in the style of the style reference image.

The on-device model comes with several benefits. It is:

Details how application was developed

Medium article

Screenshot

<img src="video_style_transfer_myself.jpg" width="256" height="540">