DreamPose
Visit ToolDreamPose is an open-source AI tool for fashion image-to-video synthesis using Stable Diffusion. It enables users to generate videos of fashion models from still images.
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DreamPose is an open-source AI tool for fashion image-to-video synthesis using Stable Diffusion. It enables users to generate videos of fashion models from still images.
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About
DreamPose is an official implementation of "DreamPose: Fashion Image-to-Video Synthesis via Stable Diffusion." This open-source project allows users to generate dynamic videos from static fashion images by leveraging pretrained models. The tool supports finetuning on custom datasets, enabling the creation of subject-specific models. Users can prepare data by creating train and test subdirectories, running DensePose for pose estimation, and reformatting the output. DreamPose is built upon a pretrained Stable Diffusion checkpoint and can be finetuned on image datasets, with instructions provided for training on NVIDIA A100 GPUs. It also offers options to finetune the UNet and VAE decoder components for customized video generation.
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Open Source
Free
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