IC-LoRA LensRemover

https://video.wixstatic.com/video/b215c5_ced45f3df2ad45b9a9fa258fbce2f0bd/720p/mp4/file.mp4

🎬 𝗟𝗲𝗻𝘀𝗥𝗲𝗺𝗼𝘃𝗮𝗹 — an open IC-LoRA for 𝗟𝗧𝗫–𝟮.𝟯–𝟮𝟮𝗕 that removes 𝗟𝗲𝗻𝘀 𝗙𝗹𝗮𝗿𝗲𝘀, veiling glare, lens dirt and optical artifacts from video.

Feed it the flared clip as a reference and it regenerates a clean version of the same shot. It's dual-encoding: one model for both 𝘀𝗥𝗚𝗕/𝗥𝗲𝗰.𝟳𝟬𝟵 or 𝗔𝗥𝗥𝗜 𝗟𝗼𝗴𝗖𝟯 (triggers words rgb / logc3), and it holds a wide tonal range that stays close to the input.

I used Slava Sexton - OCIO Management in the workflow to handle the colors.

I think, It’s the best I𝗢/𝗖𝗼𝗹𝗼𝗿 𝗺𝗮𝗻𝗮𝗴𝗲𝗺𝗲𝗻𝘁 for Comfy out there.

𝗖𝗼𝗺𝗳𝘆𝗨𝗜-𝗢𝗖𝗜𝗢: https://lnkd.in/dHrycgE9

⚠️ Honest limitations: 

it's a generative model, so the latent reconstruction isn't detail-perfect. The tonal range is wide and close to the input, but fine detail needs a light polish in post. Trained at 960×544 but it is stable with FullHD/2K inputs 20s long.

For more information check Hugging Face 👉 https://lnkd.in/d6-Hu7sA

Built on LTX-2.3 by Lightricks. You can use it in ComfyUI or LTX.io 𝗗𝗲𝘀𝗸𝗼𝗽 𝗔𝗽𝗽

Feedback welcome — curious how it holds up on your footage.

#VFX #AI #LTX #LTX2.3 #LTXVideo #ComfyUI #MachineLearning #VideoRestoration #LoRA #GenerativeAI #Nuke #TheFoundryNuke #Flare #LensFlare #Lens #Video