kjschmidt913 / GAN-generate-data

Using a GAN to generate a new dataset

Generating a Dataset with GANs

We used GANs to generate new data from an existing dataset for data augmentation. We use the dataset Pima Indians Diabetes Database from Kaggle. All of our code can be found in the notebook Deep_Learning_From_Scratch_Original.ipynb.

Our approach is based on the paper Data Augmentation Using GANs by Fabio Henrique K. dos S. Tanaka.

Wanna know what we found?

You can read about our experiments and results on Medium.