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.