fashion trend 주요 dataset 과 모델 (2025)

fashion dataset

TitleAvailiableDescriptionlink

CM-FASHION(not yet)	x(not prepared)	Cross Modal Fashion dataset	https://github.com/Harvey594/ARMANI
Dress code(2022?)	x(Request Access required)	진짜 간단한 레이블정도있는듯	https://ailb-web.ing.unimore.it/dress-code/dataset#content-container
Fashion-IQ(2019)	O	Short-text	https://github.com/XiaoxiaoGuo/fashion-iq/tree/master
Fashion200K(2017)	O	Short-text ex)black fatal attraction skirt	https://github.com/xthan/fashion-200k
FashionMMT(2021)	?(baidu계정)	Short-text ex)black fatal attraction skirt	https://github.com/syuqings/Fashion-MMT
DeepFashion-Multimodal(2022)	o	full text	https://github.com/yumingj/DeepFashion-MultiModal
Fashion-Gen (2018)	x(Request Access required)	full text	https://paperswithcode.com/dataset/fashion-gen
VITON-HD	O	no text	https://github.com/shadow2496/VITON-HD
others- traditional dataset?			https://github.com/andrewjong/DATASOURCE

1. CM-FASHION (Cross Modal Fashion dataset - text via fashion image not publicated)
   ARMANI: Part-level Garment-Text Alignment for Unified
   Cross-Modal Fashion Design
2. Dress code dataset (non commercial use only,)

SGDiff
Shopping 100K

Multimodal Garment Designer: Human-Centric Latent Diffusion Models for Fashion Image Editing https://arxiv.org/pdf/2304.02051v2.pdf

LaDI-VTON:
Latent Diffusion Textual-Inversion Enhanced Virtual Try-On https://arxiv.org/pdf/2305.13501v3.pdf

Text2Human: Text-Driven Controllable Human Image Generation
deep fashion multi model 논문

Leveraging Off-the-shelf Diffusion Model for Multi-attribute
Fashion Image Manipulation

Interactive Fashion Content Generation Using LLMs and Latent Diffusion
Models

UPGPT: Universal Diffusion Model for Person Image Generation, Editing and
Pose Transfer