Project information

  • Name: Text to Image Synthesis
  • Category: Machine Learning
  • Project date: March 01, 2019
  • Project URL: www.example.com

  • Implementated a model for synthesizing images for text description using the GAN-CLS algorithm.
  • Implementation is built on top of a DCGAN in PyTorch.
  • The text descriptions were encoded using the CNN-RNN model and the DCGAN is trained on those text features.
Dataset Source: Caltech - UCSD Birds 200-2011