Skip to content

NovaFix AI is a high-performance image restoration and portrait enhancement pipeline. It leverages state-of-the-art Deep Learning models to transform casual, low-quality photos into professional studio portraits by fixing facial artifacts, removing motion blur, and applying cinematic bokeh.

Notifications You must be signed in to change notification settings

Puneetas015/NovaFix_AI

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

11 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

🚀 NovaFix AI: The Ultimate Neural Portrait Studio



✨ Transforming Yesterday's Memories into Tomorrow's Masterpieces

NovaFix AI isn't just an image restorer; it's a sophisticated production pipeline designed to bridge the gap between low-quality snapshots and professional studio photography. By weaving together advanced Generative Facial Priors (GFPGAN) and high-fidelity upscaling (Real-ESRGAN), we’ve built a tool that breathes life back into blurry, aged, or low-resolution portraits while preserving the authentic soul of the subject.


🖼️ Visual Results (NovaFix Studio Render)

Experience the "NovaFix" effect. We don't just clear up pixels; we reconstruct facial geometry and apply cinematic depth-of-field for a high-end studio finish.

📷 Original Input ✨ NovaFix AI Enhanced

Studio Insight: Every render utilizes our custom Neural Bokeh Master, isolating the subject and applying a soft, professional blur to the background for maximum impact.


🔥 Key Features

  • 💎 Authentic Restoration: Powered by the GFPGAN v1.3 engine for natural skin textures.
  • 🌆 Full-Frame Clarity: Uses Real-ESRGAN to ensure the background is as sharp as the face.
  • 🎭 Cinematic Depth: Integrated MediaPipe Selfie Segmentation for professional bokeh effects.
  • 💻 Windows Optimized: A "clean" build that works on standard setups without complex CUDA errors.

🔧 Dependencies and Installation

  1. Clone the repository

    git clone [https://github.com/Puneetas015/NovaFix_AI.git](https://github.com/Puneetas015/NovaFix_AI.git)
    cd NovaFix_AI
  2. Install dependent packages

    pip install -r requirements.txt

⚡ Quick Inference

1. Download Pre-trained Models Place these in the root directory:

2. Process Images Place images in inputs/ and run:

python main.py

About

NovaFix AI is a high-performance image restoration and portrait enhancement pipeline. It leverages state-of-the-art Deep Learning models to transform casual, low-quality photos into professional studio portraits by fixing facial artifacts, removing motion blur, and applying cinematic bokeh.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages