linfang010 / first-order-motion-tensorflow

First order motion implementation using Tensorflow

First Order Motion TensorFlow

This repository contains an implementation of the models from the paper First Order Motion Model for Image Animation using TensorFlow 2.0. The original code uses PyTorch and you can find it here. This code still needs some fixes.

You can check my post called Image Animation using a First Order Motion Model In TensorFlow, where I do my best explaining how this project works and all the things you need to know to fully understand the magic behind these models. Methods like Taylor Expansion, Optical Flow, and Bilinear Interpolation are explained in my post. like Taylor Expansion, Optical Flow, Bilinear Interpolation, etc.

This repository also contains a Jupyter notebook where you can check the code divided by sections.