GarmentIQ: Automated Garment Measurement for Fashion Retail | Dashboard

Last update of this page: 06/26/2025

Progress & Tentative Schedule

Status: ✓ - completed, ⭘ - in progress, ⨯ - scheduled.

  • Classification

    • ✓ Data scraping (click to see detail)
    • ✓ Data exploration
    • ✓ Train base models
    • ✓ Model fine tune and compare
    • ✓ Orgnaize code following the Python library standard
    • ✓ Connect to next steps - segmentation and measurement instruction

  • Segmentation

    • ✓ Find and apply pre-trained model
    • ✓ Orgnaize code following the Python library standard
    • ✓ Connect to next step - landmark extraction

  • Measurement instruction

    • ✓ Read measurement instruction
    • ✓ Transfer instruction to machine readable format
    • ✓ Connect to next step - landmark extraction

  • Landmark extraction

    • ✓ Find and apply pre-trained model
    • ✓ Model fine tune and adjustment
    • ✓ Orgnaize code following the Python library standard

  • Web interface demo

    • ✓ Application - tailor (the whole pipeline)
    • ✓ Garment measurement instruction generation
    • ✓ Garment image classification
    • ✓ Garment image segmentation
    • ✓ Garment landmark detection
    • ✓ Garment landmark adjustment

  • Documentation

    • ✓ MagicBox
    • ✓ Python API

Authors

Here are the members of our group and their institutions with contact information (alphabetical order by last name):

  1. Name: Fangzhou Ma

    2. Current Institution: Swiss Federal Institute of Technology Zurich

    School email:

    Personal email:

  2. Name: Li Yuan

    3. Current Institution: Swiss Federal Institute of Technology Zurich

    School email:

    Personal email:

  3. Name: Xinrui Zhai

    4. Current Institution: Swiss Federal Institute of Technology Zurich

    School email:

    Personal email:

Challenge Giver & Coach

  1. Challenge Giver: Adrián González Sieira

    2. Organization: Inditex Tech

    Email:

  2. Challenge Giver: Laura Rodríguez

    3. Organization: Inditex Tech

    Email:

  3. Coach: Elliott Ash

    4. Organization: Swiss Federal Institute of Technology Zurich

    Email:

Data Science Lab Materials

Project Introduction Slides: Open in a new window

Best Practice Slides: Open in a new window

🔒 Google Drive: Open in a new window

Report

Open in a new window

Poster

Open in a new window

GitHub Repository

https://github.com/lygitdata/GarmentIQ/