oumoumad/LTX-2.3-22b-IC-LoRA-ReFocus

LTX-2.3 22B IC-LoRA ReFocus

This is a ReFocus IC-LoRA trained on top of LTX-2.3-22b, designed to turn out-of-focus footage back into sharp, in-focus video by removing lens blur. It effectively reverses shallow depth-of-field or missed-focus artifacts to restore detail in the scene.

It is based on the LTX-2.3 foundation model.

Model Files

ltx-2.3-22b-ic-lora-refocus.safetensors

Model Details

• Base Model: LTX-2.3-22b
• Training Type: IC LoRA
• Purpose: Remove lens blur / restore focus

⚠️ Lens blur only

This LoRA is specifically trained to correct lens blur (out-of-focus / shallow DOF). For other types of blur — motion blur, gaussian blur, etc. — it will yield bad results. Use it only on footage where the blur comes from the lens being out of focus.

🔌 Using in ComfyUI

1. Copy the LoRA weights into models/loras.
2. Use the IC-LoRA workflow from the LTX-2 ComfyUI repository.
3. Load the LoRA using the LTXICLoRALoaderModelOnly node.

License

See the LTX-2-community-license for full terms.