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README.md ADDED
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+ ---
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+ # For reference on model card metadata, see the spec: https://github.com/huggingface/hub-docs/blob/main/modelcard.md?plain=1
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+ # Doc / guide: https://huggingface.co/docs/hub/model-cards
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+ {}
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+ ---
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+ # SketchVideo: sketch-based video generation and editing
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+ ![row01](teaser.jpg)
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+ <!-- Provide a quick summary of what the model is/does. -->
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+
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+ SketchVideo aims to achieve sketch-based spatial and motion control for video generation, and supports fine-grained editing of real or synthetic videos.
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+
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+ ## Model Details
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+
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+ ### Model Description
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+
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+ <!-- Provide a longer summary of what this model is. -->
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+
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+ SketchVideo achieves sketch-based video clip generation (~6 seconds, 8 fps) based on text prompts, one or two keyframe sketches (at arbitrary time point).
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+
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+ SketchVideo also achieves sketch-based editing for video clips (~6 seconds, 8 fps) with the same inputs.
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+
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+ This model was trained to generate 49 video frames at a resolution of 720x480 given a context frame of the same resolution.
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+
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+
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+ - **Model type:** Video Diffusion Model
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+ - **Finetuned from model:** CogVideo-2b (720x480)
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+
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+ ### Model Sources
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+
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+ <!-- Provide the basic links for the model. -->
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+ For research purpose, we recommend our Github repository (https://github.com/IGLICT/SketchVideo), <br>
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+ which includes detailed implementations.
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+ - **Repository:** https://github.com/IGLICT/SketchVideo
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+ <!-- - **Paper:** https://arxiv.org/abs/2405.17933 -->
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+ - **Project page:** http://geometrylearning.com/SketchVideo/
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+ - **Video:** https://www.youtube.com/watch?v=eo5DNiaGgiQ
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+ ## Uses
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+
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+ Feel free to use it under the Apache-2.0 license. Note that we don't have any official commercial product for ToonCrafter currently.
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+ <!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
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+
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+ <!-- ### Direct Use
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+
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+ We develop this repository for RESEARCH purposes, so it can only be used for personal/research/non-commercial purposes. -->
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+
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+
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+
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+ ## Limitations
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+
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+ <!-- This section is meant to convey both technical and sociotechnical limitations. -->
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+ - The generated videos are relatively short (6 seconds, FPS=8).
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+ - For two keyframe sketches, they should have consistent content.
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+
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+
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+ ## How to Get Started with the Model
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+
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+ Check out https://github.com/IGLICT/SketchVideo
teaser.jpg ADDED

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