Advanced anti-aliasing nodes for videos and images. VideoTAADLAA combines TAA with a DLAA-inspired pipeline for sharp, stable results, while VideoAdaptiveAA focuses on aliasing-prone regions. The system utilizes temporal accumulation, jittered sampling, and CNN-based refinement for superior edge quality.

Important

Disclaimer This node does not use NVIDIA's closed-source SDKs or native DLAA/DLSS binaries. Instead, it is a custom adaptation of Temporal and Spatial Anti-Aliasing techniques commonly found in modern game engines, rebuilt entirely from scratch using PyTorch tensor architecture specifically for ComfyUI video post-processing.

Preview

TAA + DLAA Anti-Aliasing	Adaptive Anti-Aliasing

Features

Temporal Anti-Aliasing (TAA): Blends frame history with motion data to eliminate flicker and sub-pixel jitter.
Neural Reconstruction: DLAA-inspired model for high-fidelity edge restoration.
Ghosting-Free Tech: Motion-aware suppression logic to minimize trailing artifacts in high-speed sequences.
4-Offset Jitter: Deterministic sub-pixel jitter for sharper and more stable reconstruction.
Edge-Preserving Clarity: Sobel-based detection preserves fine textures while eliminating aliasing artifacts.
Frequency-Aware Refinement: Frequency and Perceptual loss optimization for crystal-clear, blur-free results.

Comparison

AdaptiveAA Comparison

TAA + DLAA Comparison

🚀 How to use

Add the node to your workflow and choose a preset.

Recommended starting point:

Use Auto for general footage.
Use Balanced for stable video cleanup.
Use Sharp for images, hair, fur, wires, and high-detail edges.
Use Cinematic for smoother motion and softer temporal blending.

Presets

The node includes built-in presets for common use cases:

Auto — balanced default behavior.
Balanced — stable anti-aliasing with moderate sharpening.
Sharp — stronger edge and detail reconstruction.
Cinematic — smoother temporal blending for softer motion.

Start with Auto, then switch depending on your content.

Installation

Recommended: Install via ComfyUI-Manager.

Manual installation:

cd ComfyUI/custom_nodes/
git clone https://github.com/MSXYZ-GenAI/comfyui-msxyz.git

License

This project is licensed under the MIT License - see the LICENSE file for details.