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LTX-2 Depth to Video - After
LTX-2 Depth to Video - Before

The LTX-2 Depth to Video workflow in ComfyUI is designed to transform depth maps into high-quality videos, incorporating synchronized audio-video generation. This workflow leverages the LTX-2 model, renowned for its precise depth control and spatial awareness, to create visually compelling video content. The workflow begins with nodes like 'LoadImage' and 'LoadVideo' to import the necessary media files. The 'GetVideoComponents' node is crucial as it extracts essential components from the video, which are then processed through nodes like 'ImageScaleBy' and 'ResizeImageMaskNode' to ensure the correct dimensions and aspect ratios. The 'SaveVideo' node finalizes the process by compiling the processed frames into a video file. This workflow is particularly useful for creators looking to integrate depth-based visual effects into their video projects, offering efficient performance and high-quality output.