# pixelwise

**Repository Path**: zyabo/pixelwise

## Basic Information

- **Project Name**: pixelwise
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: GPL-3.0
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2020-12-23
- **Last Updated**: 2020-12-23

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# Code for "Pixel-wise Conditioning of Generative Adversarial Networks", ESANN2019 and Neurocomputing 2020

## Usage

### Conditional gan
```python src/train_cgan.py config_file dataset_path```

### Regularized gan
```python src/train_rcgan.py config_file dataset_path```

### Regularized gan with PacGAN
```python src/train_rcgan_pac.py config_file dataset_path```

## Dataset formatting
Saved in HDF5 format. Use the code from scripts/datasets to format a dataset from a large single image or from classical datasets.

## Figures
The figures are generated from the scrips/plot scripts