vigneshvaranS/anime_face_generator

Anime Face Generator - DCGAN 🎨✨

This is a Deep Convolutional Generative Adversarial Network (DCGAN) trained to generate anime-style faces. The model learns patterns from real anime images and creates unique, high-quality anime faces from scratch.

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🖼️ Sample Generated Image

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📌 Model Details

• Architecture: Deep Convolutional GAN (DCGAN)
• Dataset: 10,000 anime images
• Framework: TensorFlow/Keras
• File Format: .h5
• Trained On: GPU (Recommended for inference)
• Image Size: 64 x 64

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🚀 How to Use the Model

You can download and load the model in Python using TensorFlow/Keras:

from tensorflow.keras.models import load_model

# Load the model
model = load_model("anime-face-generator.h5")

# Generate new anime faces (example code)
import numpy as np
random_latent_vector = np.random.normal(size=(1, 100))  # Adjust size based on your latent space
generated_image = model.predict(random_latent_vector)