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Wan 2.2 14B Image to Video - After
Wan 2.2 14B Image to Video - Before

This ComfyUI workflow, titled 'Wan 2.2 14B Image to Video,' is designed to transform static images into dynamic videos with remarkable precision in motion control and style preservation. Leveraging the Wan 2.2 model, this workflow utilizes advanced diffusion techniques to generate high-quality video sequences from single images. The process begins with the 'LoadImage' node, which imports the static image into the workflow. The core of the transformation is handled by the '84e2cf3f-de93-40ef-ab22-b9375296917b' node, which applies the diffusion model 'wan2.2_i2v_high_noise_14B_fp8_scaled.safetensors' to create a video output that maintains the original image's stylistic elements while introducing realistic motion.

Technically, the workflow is optimized for efficiency, using the fp8_scaled model to balance quality and processing speed, particularly on high-performance GPUs like the RTX4090D 24GB. The 'SaveVideo' node finalizes the process by exporting the generated video. This workflow is particularly useful for content creators and digital artists looking to enhance static visual content with dynamic elements, offering a seamless integration of motion without sacrificing the image's original aesthetic.