Poor Quality
All my outputs look like this, it is a 1:1 crop to show, doesn't enhance, just adds noise and artifacts and its outputs look like I used a poor GAN upscaler. Tried various input images, they were high quality images with no artifacts. Tried to use more steps, it becomes worse
I know it's more like about speed, but even if an upscale is so fast it can be realtime, it should be practical
Hi,
Thanks for testing the model and for sharing your feedback.
The released checkpoint is a toy / proof-of-concept model trained on a limited amount of data, so it doesn’t yet cover the full diversity of real-world videos. As a result, artifacts or inconsistent visual quality may occur.
At this stage, the model is mainly provided to demonstrate the overall pipeline and low-latency feasibility, rather than to deliver production-level upscaling quality. We’ll continue exploring improvements to the model and may share stronger checkpoints in the future as the project evolves.