ComfyUI + Wan 2.1 VACE for Consistent Character Training Data

In this series of blog posts, I am working through steps to create consistent character AI generated videos using ComfyUI. I started with a 2D image of a face. The best advice I have seen recommends creating a series of images of the character with different facial expressions from different angles and using that to … More ComfyUI + Wan 2.1 VACE for Consistent Character Training Data

ComfyUI IPAdapter First Attempt for Consistent Images

I (along with many others) want to use AI to create videos with consistent looking characters across shots. AI can generate some amazing shots, even with open source, but it frequently struggles with consistency. From my reading, if you have a 2D image of a character you like, you can improve the quality of AI … More ComfyUI IPAdapter First Attempt for Consistent Images

My Open Source Video AI Pipeline Plan (for this week at least)

How to create movies or series with AI generated video? The AI tools are emerging at a rapid rate. The following is my current overall plan to leverage open source tools on my desktop. I should say up front it may be more sensible to use services. It can remove a lot of overheads to … More My Open Source Video AI Pipeline Plan (for this week at least)

Taming ComfyUI Custom Nodes Version Hell

Version management is painful with ComfyUI. It is an open source project with lots of different people contributing different custom nodes and models you can add to your installation, which is both fantastic (so much is out there!) and painful because as people make changes they are not always backwards compatible. This means when someone … More Taming ComfyUI Custom Nodes Version Hell