metadata
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
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