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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
![Generated Anime Face](https://huggingface.co/VigneshS010/anime_face_generator/resolve/main/smaple.png)
<!-- <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)