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DiffuseCraft

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Running on Zero

Overview 🌟

Real-ESRGAN-Anime-finetuning, built upon Real-ESRGAN_x4Plus, is optimized for high-quality anime image upscaling, delivering superior clarity and consistency! 🚀

Performance Comparison 📊

PSNR Results 📈

Requirements 🔧

This model is based on Real-ESRGAN_x4Plus and requires its architecture for optimal performance. Ensure you have the necessary dependencies for Real-ESRGAN_x4Plus. 🛠️

Usage 🖼️

1. Download Model 📥

Get the model from:

https://huggingface.co/danhtran2mind/Real-ESRGAN-Anime-finetuning/resolve/main/Real-ESRGAN-Anime-finetuning.pth

2. Install stablepy 📦

pip install stablepy

3. Run Inference 💻

from PIL import Image
from stablepy import load_upscaler_model

scaler = load_upscaler_model(
    model="./Real-ESRGAN-Anime-finetuning.pth",
    tile=0, 
    tile_overlap=8,
    device="cuda",
    half=True
)

image = Image.open("<your_image_path>").convert("RGB")
upscaled = scaler.upscale(image, 4)
upscaled

Why This Model? 🤩

• Based on Real-ESRGAN_x4Plus: Leverages a proven architecture for anime optimization. 🖌️
• Top Metrics: Higher quality and consistency. 📉
• Easy Integration: Seamless use with stablepy. 🔗

Upscale your anime images with this enhanced model! 🌈✨