Skip to content

Latest commit

 

History

History
12 lines (9 loc) · 899 Bytes

README.md

File metadata and controls

12 lines (9 loc) · 899 Bytes
Raw

Text To Image Synthesis Using DCGAN

687474703a2f2f692e696d6775722e636f6d2f644e6c32486b5a2e6a7067

Image Source : Generative Adversarial Text-to-Image Synthesis Paper link

Details of the Project Repository:

  • TextToImageSynthesizerDCGANFinal1.0.ipynb is the final notebook and the one that needs to be run and evaluated.
  • The Notebook contains all the instructions to run the notebook.
  • checkpoints: This folder consists of the final generator and discriminator model after 100 Epochs of training and can be used as a pretrained model.
  • results: This folder consists of images generated by dcgan on training, validation and test split.
  • epoch_loss.csv: This consists of the generator and discriminator losses for the number of training epochs.