My latest project born in the Creepybits lab: Creepybits Stylizer.
The goal was simple but technically challenging: create an interface that allows anyone to migrate any image into a completely different artistic style (like deep Comic Book inks, Cyberpunk neon, or high-contrast Film Noir) with zero prompting required, while preserving absolute structural and anatomical identity.
The Tech Stack Behind the Screen
To avoid the standard pitfalls of slow, synchronous UI rendering when dealing with local diffusion passes, I engineered this using a Headless Engine architecture. The frontend handles the user interaction seamlessly, while the heavy lifting—leveraging decoupled local inference cycles—runs asynchronously in the background.
By building custom file communication loops, the system completely bypasses standard network serialization overhead. The result? Near-instantaneous image-to-text-to-image processing loops directly on consumer hardware.
The app is now available for purchase through Payhip for $7.95, which includes the six original styles. Addons are available at the price of $2.99 and include additional themed styles.
Buy here:
- Payhip: Creepybits Stylizer
- Payhip: Software Bundle
- Payhip: Relighter
System Requirements
Because Creepybits Stylizer runs the AI engine locally on your own machine, you must meet the following hardware requirements:
- Operating System: Windows 10 or 11 (64-bit)
- High performance Graphics Card: NVIDIA RTX 50 series Graphics Card with 8GB+ VRAM.
- Older Graphics Cards: Older graphics cards like Nvidia GTX 10 series and RTX 30- and 40 series are supported.
- System RAM: The required system RAM is dependent on the amount of VRAM you have. Higher VRAM requires less system RAM. At 8 GB VRAM it’s recommended to have at least 16 GB system RAM.
- Storage Space: ~14 to 16 GB of free disk space (needed for the automated, secure download of the local AI models on first launch).
Note: AMD, Intel, and integrated graphics are not supported.
Sign up on my newsletter to make sure you don’t miss the release.
Independent research like this is self-funded. If this guide saved you hours of troubleshooting, consider fueling the lab. You can now make completely secure one-time or monthly contributions through Google.