Efficient animation production pipeline.

The result is a very rich and well-written framework capable of delivering fast animation with high quality. The project is also a nice starting point for an in-depth dive into advanced video effects.

The library is maintained in a GitHub organization and a Git repository is available that contains all the source code. The documentation is very extensive and is quite comprehensive, however I would say it’s best experienced using the project.

The video demo provided for this post is hosted on YouTube in the Video Demo directory. There is also a version demonstrating all features for Windows 10. The full project code can be accessed by typing the following lines in the VS Code application.

I always have wanted to write my own personal blog about technology. In fact, my name is Reinis, and I’ve spent the last few years trying to make an “animated movies”, in order to be as interesting and as opinionated as possible. There are so many things I want to do with technology, but because I have such a broad scope of interests, it’s a challenge to narrow my priorities down.

Animation pipeline using virtual reality, computer vision, image synthesis and style transfer tools.

 This experience uses virtual reality (VR), image synthesis (IMAG), and style transfer tools to build images and objects for a video game of the same name.

What happens when a person goes to a virtual reality (VR) bar, where they see the video game? The person walks into a virtual world and learns. This experience uses a combination of computer vision (Computer Vision), image synthesis (IMAG) and style transfer tools to build the game environment for a video game of the same name.

What happens when a person walks in the virtual reality (VR) world, where their virtual reality avatar can see the real world around them? It’s the same as at the bar, the person learns. With a mixture of computer vision (Computer Vision), image synthesis (IMAG) and style transfer tools, the player is able to choose various objects in the world and make them interact at different levels. The player learns new skills and can play in an online multiplayer games mode.


Continue reading “Animation pipeline using virtual reality, computer vision, image synthesis and style transfer tools.”

My research blog first quote post:

“A common view is that we are in a period where global warming is at its most severe.”

Author Unknown


There are over 100 different ‘possible’ solutions to the problem and there is some disagreement about the one that fits best for your particular case. While one solution may be the optimal one for your system, they can all be different. What makes choosing one solution so difficult, is the fact that in some cases, it may completely ‘out of the box’ replace your problem. This is true, and I was never able to answer as well as I should do because my research and testing has been skewed by my own preference.  However, if you know something about the problem you need to solve, then you’ll come to the realization that not all solutions are created equal.  This post tries to give you some guidelines as to whether you should go with one solution over another, and if so, which one should you choose? We’ll cover three possible paths to choosing one solution in the following post. First, we’ll look at the three options in the following section, then we’ll examine the pros and cons. What is your solution?