Text2Shape

Generating Shapes from Natural Language by Learning Joint Embeddings

Implementation of Paper and Improvements

Example for text to shape generation

"this antique look table appear to be green and gray marble . the heavy thick - sided top be square and show geometric detail in green , on a gray background , while the carved support column , locate UNK center of the table , reflect the geometric motif and feature a double - square base"

Example for shape to text generation

"a brown color wooden frame double seater sofa chair with creme color cushion and backrest . it also have wooden armrest ."

TSNE plots show that shape and colors share similarities in the embedding-space

Dataset

• [Dataset](http://text2shape.stanford.edu/]