Business Requirement Document (BRD)

Project Overview

Project Name: Enhanced Text-to-Image Prompt on FLUX

Project Summary:

The project aims to develop a text-to-image prompt using the FLUX or FLUX LORA framework. The tool will take an input image and transform it into a professional, visually appealing image with a plain color background. The transformation will enhance attributes such as skin tone, brightness, hairstyle, and smile.

Business Objectives

1. Enhanced Visual Appeal: Boost the professional appearance of images by refining key attributes.
2. User-Friendly: Provide a seamless interface for users to upload images and obtain transformed results.
3. Consistent Background: Convert image backgrounds to a single plain color for a clean and professional appearance.
4. Automated Processing: Utilize FLUX or FLUX LORA's algorithm to automate the enhancement process, reducing manual efforts.

Project Scope

In-Scope

• Demonstration of a user interface for image upload and download.
• Enhancement of specific attributes: skin tone, brightness, hairstyle, and smile.
• Conversion of image backgrounds to a plain color.
• Advanced customization options for users, such as manual adjustment of each attribute.

Out-of-Scope

• Support for image formats other than standard ones (JPEG, PNG).
• Real-time streaming of image enhancements.

Functional Requirements

1. Image Processing

• 1.1 Background Conversion: Implement an algorithm to replace image backgrounds with a plain color (white, black, or user-selected color).
• 2.2 Skin Tone Enhancement: Enhance and smoothen user skin tone to appear natural and professional.
• 2.3 Brightness Adjustment: Automatically adjust brightness to optimal levels for a professional look.
• 2.4 Hairstyle Refinement: Enhance the appearance of the hairstyle to be well-groomed.
• 2.5 Smile Enhancement: Improve the visibility and appeal of a person's smile in the image.
• 2.6 Other Attribute Enhancements controlled by user using variables in prompt.

Acceptance Criteria

1. User Interface

• ** Should be able to demonstrate the prompt against FLUX or FLUX LORA or any other Compatible open source/close source model (open source will be more preferred).

2. Image Processing

• 2.1 Background Conversion: Uploaded images consistently have their backgrounds replaced with the selected plain color.
• 2.2 Skin Tone Enhancement: Enhanced images show noticeable improvement in skin tone.
• 2.3 Brightness Adjustment: Enhanced images demonstrate optimal brightness.
• 2.4 Hairstyle Refinement: Hairstyles in enhanced images appear more refined and professional.
• 2.5 Smile Enhancement: Smiles in enhanced images are visibly improved.
• 2.6 Other Attribute Enhancements controlled by user using variables in prompt.

Stakeholders

• Project Sponsor: Quantic (https://quantic.co.in/)
• Product Manager: Kevendra Patidar
• Development Team: RentPrompts Community Engineers.
• Quality Assurance: Taken care by RentPrompts Admin
• End Users: School students, teachers and school admins.

Project Timeline

1. Phase 1: Requirement Gathering and Planning - 1 weeks
2. Phase 2: Design and Prototyping - 1 weeks
3. Phase 3: Development - 1 week
4. Phase 4: Quality Test and Handover - 1 week

Assumptions and Constraints

• Assumptions:

  • Users have access to standard devices and browsers for uploading images.

• Constraints:

  • Compliance with regional data privacy laws.

Glossary

• FLUX: A framework for generating images from text prompts.
• FLUX LORA: An extension or variant of the FLUX framework.
• Prompt: A command or set of instructions input by the user for processing.

Approval

• Project Sponsor: Quantic (https://quantic.co.in/)