DLSS 5 Neural Rendering for Images & Video with Frame Generation, RTX Video Super Resolution, HDR, and Color Grading
Video, Image and GIF upscale/enlarge(Super-Resolution) and Video frame interpolation. Achieved with Waifu2x, Real-ESRGAN, Real-CUGAN, RTX Video Super Resolution VSR, SRMD, RealSR, Anime4K, RIFE, IFRNet, CAIN, DAIN, and ACNet.
[CVPR 2026] Towards Real-Time Diffusion-Based Streaming Video Super-Resolution — An efficient one-step diffusion framework for streaming VSR with locality-constrained sparse attention and a tiny conditional decoder.
Windows GUI and CLI for upscaling video with NVIDIA RTX Video Super Resolution (no ComfyUI or PyTorch needed). Resumable segments for long films, batch queue, before/after preview, 720p–4K presets that keep aspect ratio, H.264/HEVC/ProRes/DNxHR output, never overwrites.