PyTorch-1D-ACGAN-Data-Augmentation

This code is based on the reference codes linked below.

reference

How to run the code

please excute the ACGAN_augmentator_and_classifier_1d.py

About the file

This code is for 1-D array data augmentation

The given data in 'data' directory is simple data for training and testing this code.

The 'image' floder receives the results of augmented data.

The data class consists of 0 to 6.

Therfore, if you want to generate the specific class of data,

You would do it like below code.

Suppose wanting to generate class 6.

eval_label = 6*np.ones(batch_size).astype('int64')

(above code is on line 32 of ACGAN_classifier_1d.py)

Data Augmentation Results with Plotting

You can check the results in image folder.