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text-to-image - Generative Adversarial Text to Image Synthesis / Please Star -->

  •    Python

This is an experimental tensorflow implementation of synthesizing images. The images are synthesized using the GAN-CLS Algorithm from the paper Generative Adversarial Text-to-Image Synthesis. This implementation is built on top of the excellent DCGAN in Tensorflow. N.B You can downloads all data files needed manually or simply run the downloads.py and put the correct files to the right directories.

T2F - T2F: text to face generation using Deep Learning

  •    Python

Text-to-Face generation using Deep Learning. This project combines two of the recent architectures StackGAN and ProGAN for synthesizing faces from textual descriptions. The project uses Face2Text dataset which contains 400 facial images and textual captions for each of them. The data can be obtained by contacting either the RIVAL group or the authors of the aforementioned paper. The code is present in the implementation/ subdirectory. The implementation is done using the PyTorch framework. So, for running this code, please install PyTorch version 0.4.0 before continuing.

im2txt2im - I2T2I: Text-to-Image Synthesis with textual data augmentation

  •    Python

This code run well under python2.7 and TensorFlow 0.11, if you use higher version of TensorFlow you may need to update the tensorlayer folder from TensorLayer Lib.