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Welcome to the TexrayGAN wiki!

You can track our ideas and plans here. Essentially, this is our a roadmap.

Stage 1: Replicate StackGAN for Birds dataset

• Find out where we can get enough compute from.
• Generate baseline StackGAN using the birds dataset.

Stage 2: StackGAN for downsampled x-rays

• Use the StackGAN model on the 11 GB downsampled dataset
• Make architecture changes to improve performance

Stage 3: Condition on categorical data

• Integrate categorical text data to improve the model

Stage 4: Apply the model to the high res x-ray data

• This will require use of large compute