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Style Sprout

B5: Alanis Zhao, Gabriella Pimenta-Fujikawa, Riley Krzywda

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Use Case/Application

Problem: Encourage fashion sustainability and eliminate waste

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Design Requirements

80% item type

80% item color

Generation within 2 seconds

Classification within 3 seconds

80% correctness

100% availability

Secure

~500 KB of storage to host DB

~3 GB to run model

Low power when not in use

Minimal heat when in use

Does not access internet

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Solution Approach

User: I want to wear something ____ today…

Style Sprout: Generating a ____ outfit for cold weather…

☀ 55°F

formal

casual

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wired

tcp

Block Diagram

Jetson Nano

OpenCV & Model

Server

Flutter App

Database

Style Sprout

Backend

User

fastAPI

mysql connector

Camera

http

AWS S3

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wired

tcp

Implementation Plan

Jetson NX

OpenCV & Model

Server

Flutter App

Database

Style Sprout

Backend

User

fastAPI

AWS S3

mysql connector

Camera

http

$

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Field

Type

Null

Key

Default

Extra

ClothingType

varchar(20)

no

​

null

​

Color

varchar(20)

yes

​

null

​

Season

varchar(10)

yes

​

null

​

UsageType

varchar(20)

yes

​

null

​

Clean

bit

no

​

1

​

NumUses

int

no

​

0

​

ID

int

no

primary

null

auto_increment

ImageUrl

varchar(50)

no

​

null

​

Closet Info Table Schema

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Progress

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Testing, Verification, and Validation

Frontend

​

intuitiveness

​

Implementation

​

laundry

generation

​

​

Classification

​

accuracy

speed

​

✿

✿

✿

✿

✿

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Project Management