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license: apache-2.0
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# 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
<!-- <img src="https://huggingface.co/VigneshS010/anime_face_generator/smaple.png"> -->
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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:
```python
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)
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