Mech Service Bay
Industrial maintenance hangar, white humanoid mech, engineers, sparks and steam.
Clean up the low resolution and AI look of near-real-time LTX (LTX-2) footage with non-generative post-processing — up to 16K, without touching the original.
Lightricks LTX-2 shines on near-real-time speed and local (ComfyUI) use, but trading that speed for resolution and detail is where its quality limits show.
To hit near-real-time generation, output tends to sit around 768p — put it on a big screen and pixel detail falls short.
Fast sampling leaves high-frequency detail in faces, hair and textures reading soft.
Low step counts leave subtle inter-frame shimmer and noise behind.
Not stretching — it restores detail up to 4K, 8K and 16K (max 16K).
The AI never repaints. Only existing information is sharpened — no face or detail distortion.
Removes diffusion residual noise, compression blocking and frame flicker via denoise.
15 seconds or an hour, no limit. A lifetime license instead of a subscription.
Lift native 768p LTX footage to 4K and 8K — recovering soft detail and cleaning flicker.
Industrial maintenance hangar, white humanoid mech, engineers, sparks and steam.
Glass habitat on Mars, pressure suit botanist, luminous blue flower, dust glow.
White experimental room, levitating cubes, mirrored floor, clean refracted light.
Make your video with your usual AI model.
Load the exported file into AI PIXELL.
Pick resolution and model, then preview the result.
Export at 4K, 8K or 16K and publish anywhere.
Diffusion models build video by removing noise step by step. Structural flaws that never get fully removed remain in that process — and that is exactly what reads as the “AI look.” AI PIXELL cleans up only those traces, non-generatively.
The noise schedule fails to drive SNR to zero at the final denoising step, so tone gets trapped in mid-brightness and contrast is flattened. (WACV 2024)
Estimation error compounds across steps (exposure bias), collapsing detail and distorting texture — worse with fewer steps. (ICLR 2024·2025)
Generated in a compressed latent then upsampled, fine detail like pores, fabric weave and hair gets smeared.
Denoising toward an “average skin” erases texture while over-sharpening edges, giving a synthetic, CGI-like look.
An image-trained VAE decoder introduces subtle inter-frame shimmer when turning latents back into pixels.
Smoothing frames to stop face jitter also suppresses the sensor grain of real footage, so it reads plastic on playback.
Sources: “Common Diffusion Noise Schedules and Sample Steps are Flawed” (ByteDance, WACV 2024) · Exposure Bias in Diffusion Models (ICLR 2024·2025)
Short-form, ads or exhibition — export the LTX footage you rendered locally at the resolution you need.
Anyone finishing generative sources to delivery quality.
Publish short- and long-form in 4K for a competitive edge.
Teams outputting bulk AI ad/campaign clips at consistent quality.
Anyone who wants to erase the AI look and make video feel real.
Restore the resolution you traded for speed at 4K, 8K and 16K. Start post-processing with AI PIXELL now.