Philz1337x has devised a technique that uses Automatic1111, a tool for creating artificial intelligence model instances, to generate high-quality image enhancements similar to the paid service Magnific. He shares his code as open source and suggests using Tile Diffusion and ControlNet extensions with Automatic1111. This technique, which requires the running instance of Automatic1111 and specific models and LoRAs from Civitai, is a versatile alternative to prior methods like ComfyUI.
The process involves running Automatic1111 with specific inputs and carefully chosen settings. This includes using ‘Img2img’ tab for image enhancement and upscaling, setting positive and negative prompts, adjusting noise and scale, and configuring tile size and overlap. Different models can be used based on personal preference. Importantly, Tiled Diffusion, Tiled VAE, and ControlNet should be enabled for best results.
Once the settings are in place, you simply click on ‘Generate’ and wait for the enriched image output. The Automatic1111 tool slices the image, enhances it, and stitches it back together. The result is a high-quality upscaled image with impressive details. The author demonstrates how this method enhances not only general images, but also specialized ones, like pixar-style images.
This solution comes with additional benefits, remedies, and how-tos for users to get the best from Image generation. For example, enabling Tiled VAE can prevent a CUDA out of memory error, and specific settings can be further optimized depending on the original image size. If you have lower VRAM, this solution could still work effectively. The author acknowledges Philz1337x, who generously shared this method and the open-source code for public benefit.
In conclusion, the method shared by Philz1337x allows users to upscale and improve image detail with greater control and flexibility. This open-source solution runs on Automatic1111 platform, alongside specific extensions like Tile Diffusion and ControlNet. By using additional extensions and tools, you can upscale and add extensive details to images with great efficiency.
