prime-imsorry

Introduction

The "prime-imsorry" project is designed to create an innovative face-swapping application tailored for a wide audience, particularly those interested in social media engagement. This document outlines the system requirements necessary to develop and deploy the application effectively.

System Overview

The "prime-imsorry" application will allow users to upload images or take photos directly within the app to perform face-swapping. The application aims to provide a seamless user experience with intuitive controls and high-quality image processing capabilities. The target audience includes social media enthusiasts and individuals looking for a fun and engaging way to manipulate images.

Functional Requirements

• As a User, I should be able to upload images from my device.
• As a User, I should be able to take photos directly within the app.
• As a User, I should be able to select faces to swap within an image.
• As a User, I should be able to save and share the edited images on social media platforms.
• As a User, I should be able to apply filters and effects to the swapped images.
• As a User, I should be able to save/download the project as a file.

User Personas

• Regular User: Individuals who want to create fun and engaging content for personal use or sharing on social media.
• Social Media Influencer: Users who require high-quality and creative content to engage their audience on various platforms.

Visuals Colors and Theme

• primary: #1A73E8 (a vibrant blue for brand identity)
• primary_light: #D2E3FC (a lighter blue for hover states)
• secondary: #FF6F61 (a coral hue for emphasis and links)
• accent: #FFD700 (a bright gold for CTAs and badges)
• highlight: #FFA500 (an orange for notifications and active states)
• bg: #FFFFFF (a clean white for the background)
• surface: rgba(240, 240, 240, 0.8) (a light grey for panels)
• text: #333333 (a dark grey for primary text)
• text_muted: #777777 (a muted grey for secondary text)
• border: rgba(200, 200, 200, 0.5) (a subtle grey for borders)

Signature Design Concept

The "prime-imsorry" application will feature an interactive 3D carousel on the homepage, where users can swipe through a gallery of sample face-swapped images. Each image will appear on a rotating cube, and users can tap to expand the image into a full-screen view with additional editing options. The carousel will utilize @react-three/fiber for 3D rendering and framer-motion for smooth transitions and interactions. This dynamic and engaging interface will captivate users and encourage exploration of the app's features.

Interaction Model & Motion Direction

The landing page will employ a "parallax" interaction model, creating a layered depth effect as users scroll through the content. Decorative elements, such as floating geometric shapes and subtle particle animations, will move at different speeds to enhance the visual storytelling. Internal pages, such as the editing interface, will adopt an "animated" model with moderate scroll-triggered reveals and hover transitions to maintain a polished user experience.

Non-Functional Requirements

• The application must support high-resolution images without significant performance degradation.
• The user interface should be responsive and accessible across various devices and screen sizes.
• The application should ensure data privacy and secure handling of user-uploaded images.

Tech Stack

• Frontend: React for Web
• Backend: Python, FastAPI
• Database: MongoDB
• AI Models: Google Nano banana for image generation
• AI Tools: Litellm for LLM Routing
• Local Orchestration: Docker, docker-compose
• Server-side Orchestration: Kubernetes

Assumptions and Constraints

• The application will primarily target users in Germany, considering local data protection regulations.
• The app will be available in multiple languages, with German as the default.
• The application must integrate seamlessly with popular social media platforms for sharing capabilities.

Glossary

• Face-Swapping: The process of digitally replacing one person's face with another in an image.
• Parallax: A design technique that creates an illusion of depth by moving background and foreground elements at different speeds.
• 3D Carousel: An interactive display where items are arranged in a rotating 3D space, allowing users to view them from different angles.