A high-performance model-driven visual enhancement workflow leveraging advanced generative APIs for scalable, user-facing deployment.
- Core ML Logic: Orchestrates CodeFormer and specialized generative models via Python.
- API Integration: Directly integrates with the Replicate API for cloud-based inference and facial restoration.
- Frontend App: Delivered via Streamlit for rapid, responsive, and cross-platform web deployment.
- Face Restoration: Achieves high-fidelity restoration of degraded or blurred images using state-of-the-art models.
- Scalable Workflows: Designed to handle asynchronous API calls efficiently, ensuring seamless user experience even under load.
- Interactive UI: Clean, parameter-driven Streamlit interface enabling users to precisely control enhancement strength and output formatting.