LTX2.3 ICEdit Insight LTX2.3 ICEdit Insight is a task aware video restoration and editing model family developed by JoyFox Lab , built on top of the LTX 2.3 DiT based audio video foundation model . This release focuses on four practical video editing directions: Video Restoration : degradation recovery, compression cleanup, blur and noise reduction, and damaged detail restoration. Video HD Enhancement : super resolution, detail reconstruction, texture sharpening, and perceptual quality improvement. Watermark Removal : logo cleanup, semi transparent overlay removal, and occlusion aware background reconstruction. Subtitle Removal : hard subtitle removal, caption cleanup, text overlay removal, and temporally stable inpainting. Unlike conventional frame level enhancement pipelines, this model family operates as a generative video restoration system in latent video space. It is designed to preserve global structure, camera motion, object identity, and temporal consistency while reconstructing missing or degraded visual content. Project links: GitHub project JoyFox on Hugging Face Paper (Research Square) DOI 📄 Paper Title : LTX Insight: Unified Video Restoration and Semantic Editing via…
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