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Watch PDF Abstract:Generating superior-excellent and various human photographs is a vital however challenging job in eyesight and graphics. Nevertheless, present generative versions generally drop limited underneath the substantial range of apparel styles and textures. In addition, the technology procedure is even wanted being intuitively controllable for layman customers. With this do the job, we existing a text-driven controllable framework, Text2Human, for any superior-high-quality and numerous human era. We synthesize full-system human photographs starting up from a presented human pose with two dedicated actions. 1) With some texts describing the designs of clothes, the supplied human pose is to start with translated to a human parsing map. 2) The final human picture is then generated by supplying the program with far more characteristics concerning the textures of garments. Precisely, to design the range of clothing textures, we create a hierarchical texture-conscious codebook that merchants multi-scale neural representations for each form of texture.
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