Business Client need Mobile App Development
Contact person: Business Client
Phone:Show
Email:Show
Location: Lourosa, Portugal
Budget: Recommended by industry experts
Time to start: As soon as possible
Project description:
"I am looking for a highly experienced developer or team to build a premium-quality mobile application for iOS and Android. The app, BEIZI, will be a Smart Digital Wardrobe powered by AI, allowing users to:
Digitize their entire wardrobe through photos and automatic AI recognition
Create a personalized 3D body avatar from 3 photos
Receive AI-generated outfit recommendations
Plan looks and travel outfits
View and organize all clothing items in a digital closet
Get intelligent fashion advice based on weather, occasions and personal style
Discover complementary items from online stores
The app must be modern, fast, elegant, and built at a world-class level.
CORE FEATURES (REQUIRED)
AI Clothing Recognition
When a user photographs an item, the system should:
Automatically remove background
Detect item category (hoodie, t-shirt, jeans, blazer, etc.)
Identify color, patterns, shapes, textures
Detect attributes such as neckline, sleeve type, length
Classify overall style (casual, formal, streetwear, business, etc.)
AI technologies may include:
Segment Anything, YOLO, CLIP, custom CV models, Google Vision, or API integrations.
Smart Digital Wardrobe
A complete closet interface where all identified clothing items appear with:
Categories & tags
Filters (color, style, season, frequency, category, etc.)
Search
Usage statistics (least used items, favorites, recently worn)
Clean, premium UI/UX
Body Avatar Creation (From 3 Photos)
Using front, side, and back full-body photos, the system must:
Estimate body measurements
Generate a simplified but realistic 3D human avatar
Allow viewing outfits on the avatar (basic implementation is acceptable for MVP)
Implementation can be custom or API-based (e.g., [login to view URL], Revery AI, BodyBlock).
Outfit Builder (Manual + AI Automatic Generator)
Users must be able to:
Combine clothing items to create outfits
Save and categorize outfits
Build collections (Work, Travel, Gym, etc.)
View outfits as “flat lay” compositions
Optionally preview outfits on the avatar
AI Outfit Suggestion Engine
The system should recommend outfits based on:
Weather data
Occasion (work, date, dinner, travel, etc.)
User’s habits and past choices
Item compatibility and color theory
Wardrobe gaps (suggesting missing complementary pieces)
Intelligent Fashion Assistant
The app should offer smart suggestions such as:
Daily “What to Wear” based on weather + personal style
Packing planner for trips (outfits for X days in destination Y)
Alerts:
“Temperature will drop tomorrow — recommended look:”
“You haven’t worn this item in 60 days — here’s how to style it.”
Online Store Integration (Basic)
Suggest complementary clothing items from online brands
No checkout required for MVP
System must be prepared for future affiliate integrations
User Profile
Personal data
Body measurements
Style preferences
Saved outfits and favorites
Wardrobe insights
Admin Panel (Light Version)
User management
Basic analytics
Logs
System configuration
Technology Requirements
Preferred (but open to alternatives):
Flutter or React Native for mobile
Backend: Firebase, Supabase, or Node.js + PostgreSQL
AI models hosted via Python API, server-side inference, or third-party APIs
Scalable architecture
Clean, modular, well-documented code
QUALITY EXPECTATIONS
The app must deliver:
Premium UI/UX (smooth animations, minimalistic, modern)
Fast performance and responsiveness
Accurate and reliable AI results
Stable backend with efficient image processing
Secure handling of user data and images
High-quality experience similar to leading apps like Pinterest, Calm, Notion, or Strava
REQUIREMENTS FOR APPLICANTS
I will only consider professionals or teams with:
Proven experience in AI / Computer Vision
Examples: segmentation, object recognition, background removal, virtual try-on, filters, 3D modelling.
Experience developing complex mobile apps
Apps with advanced features, media handling, animations, or personalized content.
Strong backend and API development skills
Strong UI/UX sense (or a designer in the team)
Delivered similar projects in the past
Applications without verifiable portfolio links will not be considered.
WHAT TO INCLUDE IN YOUR PROPOSAL
Your proposal must include:
Portfolio links (AI, CV, 3D, or mobile apps with similar complexity)
Technical explanation:
How would you implement the clothing recognition?
How would you handle avatar creation?
What technologies would you choose for the stack?
Project plan with milestones and timelines
Team members and their roles (if applicable)
Any suggestions or improvements you recommend
Generic copy-paste proposals will be ignored.
PROJECT DELIVERABLES
Fully functional iOS + Android app
Backend + database
AI clothing recognition engine
Body avatar module
Outfit builder + recommendation system
Clean and scalable codebase
Admin panel
Documentation
Post-launch support period
GOAL
To build the most advanced AI-powered smart wardrobe experience on the market, combining:
Fashion
Artificial Intelligence
Computer Vision
Body Modelling
Premium design
Personal style automation
A scalable product ready for future AR try-on and integrated online shopping." (client-provided description)
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