A Creative Industry Image Generation Dataset Based on Captions. (arXiv:2211.09035v1 [cs.CV])

Most image generation methods are difficult to precisely control the
properties of the generated images, such as structure, scale, shape, etc.,
which limits its large-scale application in creative industries such as
conceptual design and graphic design, and so on. Using the prompt and the
sketch is a practical solution for controllability. Existing datasets lack
either prompt or sketch and are not designed for the creative industry. Here is
the main contribution of our work. a) This is the first dataset …

arxiv creative dataset image image generation industry