Video Upscaling

Efficiently upscale footage using non-diffusion models (e.g., ESRGAN) with memory-optimized processing.

ComfyUI Video Upscaling Workflows

Upscale video footage efficiently in ComfyUI. These workflows use non-diffusion models like ESRGAN with memory-optimized processing for large-frame sequences, so you can boost resolution without exhausting your VRAM. Each template is a ready-to-run node graph for frame-by-frame or batch video upscaling. Browse the video upscaling templates below.

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