AI Photo Editor Development

I want to build a practical, AI-powered photo editor that automates common adjustments while still giving users full creative control. The core idea is to let someone drop an image in and watch the tool handle tasks such as colour and exposure correction, background removal, and the application of visually appealing effects without needing advanced skills.
My priority is code quality and a clean, intuitive interface; the technology stack is up to you as long as it supports fast, offline-capable processing and can later scale to a web or mobile front-end.

Deliverables I will review:
• A working prototype demonstrating AI-driven enhancement, optional background removal, and at least two real-time artistic filters.
• Source code with clear in-line comments and a brief setup guide.
• A short document outlining the model choices (or external APIs) and how they can be retrained or swapped in future versions.

I am open to your recommendations on frameworks, libraries, or pre-trained models that balance performance with ease of maintenance. If you have sample projects or demos that show similar functionality, sharing a link will help me understand your approach.