---
library_name: keras
tags:
- gan
- generative
- human-faces
language:
- en
---

# GAN: Human Faces Generator

A Generative Adversarial Network trained to generate human faces.

## Model Details

- **Generator**: Keras model (.keras)
- **Discriminator**: Keras model (.keras)
- **Framework**: TensorFlow/Keras
- **Input dimension**: 100 (latent space)
- **Output**: 64x64 RGB images

## Usage

```python
import tensorflow as tf

# Model yükleyin
gen = tf.keras.models.load_model('generator.keras')

# Rastgele latent vector oluşturun
import numpy as np
z = np.random.normal(0, 1, (1, 100))

# Face generate edin
fake_face = gen.predict(z)
```

## Training Details

- Trained on: kaggle~~
- Epochs: 1000
- Batch size: 256