For example, you could click on a red undefined object in a table and type “red telephone”, click on the floor and type “parquet floor”, or put a mask or box around a person and type “Adam” to identify them.īy doing this across multiple frames of the video, the model will be able to recognize that these objects and people are the same throughout the video, and your descriptions will help the AI understand their identity. When you import a video into the model, you can click on any object or draw a box around it to mask it and add a description.

Peace, here are three images, original one and second with ' img2img' only, and third image 4X upscaled with “LDSR img2img upscale”, i used “LDSR stable diffusion img2img upscale” and then enhanced the face with “GFPgan”, the results is incredibly amazing, and we can get insane quality too if we used “img2img” only without upscaler, but we will need to increase “denoise” values which will cause losing some of original image details And in return will got massive boost in quality, this method is very great with low res videos, the model has a downsides, like taking a lot of time to upscale' because of lack and poor optimization' “it’s free model”, and in some photos upscale results are not good “because of poor model training” ,i hope Topaz will make model like this, you will be amazed if you try this, it needs a lot of trying to get some great upscaled photos, but this is because it’s idea is revolutionary but execution is not refined well till now, so i hope to see topaz think about this conception hopefully.įor more refine for my suggestion, let’s imagine that “Topaz” creates a model that works similarly to the “LDSR stable diffusion img2img upscale” model.

Topaz labs upscale