text-to-image

Implement for Kaggles Contest - Reverse Image Caption

Architecture

Using GAN-CLS algorithm from the paper Generative Adversarial Text-to-Image Synthesis and stackGAN-stage1 from StackGAN - Github

Prepare Data

Download image files and captions from Google Drive, put into ./text-to-image directory

Result ( After 800 epoch )

• the flower shown has yellow anther red pistil and bright red petals.
• this flower has petals that are yellow, white and purple and has dark lines
• the petals on this flower are white with a yellow center
• this flower has a lot of small round pink petals.
• this flower is orange in color, and has petals that are ruffled and rounded.
• the flower has yellow petals and the center of it is brown
• this flower has petals that are blue and white.
• these white flowers have petals that start off white in color and end in a white towards the tips.