datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
outfits
Outfits Dataset
A collection of outfit references intended for use in character design, fashion generation, and AI character styling workflows.
Dataset Description
This dataset contains a curated set of outfit images/references that can be used to train, fine-tune, or prompt AI models for generating clothing and character outfits.
License
This dataset is free to use for any purpose, personal or commercial.
Dataset Structure
Each entry… See the full description on the dataset page: https://huggingface.co/datasets/AliveAi/outfits.polyvore-outfits
Polyvore Outfits Dataset
📄 Paper
💻 Code
📬 Contact
t-SNE visualization of item embeddings.
Outfit compatibility graph structure.
📌 Access Requirements
Access to this dataset is restricted and intended solely for academic and non-profit research purposes.
By requesting and downloading this dataset, you acknowledge and agree to the following:
Approval required: Access should be requested using an… See the full description on the dataset page: https://huggingface.co/datasets/mvasil/polyvore-outfits.LoRa_Outfitsoutfits
Outfits Dataset
A collection of outfit references intended for use in character design, fashion generation, and AI character styling workflows.
Dataset Description
This dataset contains a curated set of outfit images/references that can be used to train, fine-tune, or prompt AI models for generating clothing and character outfits.
License
This dataset is free to use for any purpose, personal or commercial.
Dataset Structure
Each entry… See the full description on the dataset page: https://huggingface.co/datasets/yitaomou3/outfits.Outfit_Qwen-Image-Edit-2511_in_Kling
Outfit_Qwen-Image-Edit-2511_in_Kling
Synthetic outfit-swap pairs for Qwen-Image-Edit-2511 SFT (keyframe garment edit),
generated with IDM-VTON as the teacher over VITON-HD.
Batches
Batches are separate directories in this one repo. Every batch uses a distinct
(person, garment) pairing: no person is paired with the garment they already wear,
and no pair is repeated across batches. batch_meta_*.json records the seed and the
dedup counts, pairs_*.txt the exact… See the full description on the dataset page: https://huggingface.co/datasets/lee31221/Outfit_Qwen-Image-Edit-2511_in_Kling.polyvore-outfits
Polyvore Outfits (Refactored Version)
This repository provides a refactored version of the Polyvore Outfits dataset, originally introduced in the paper "Learning Type-Aware Embeddings for Fashion Compatibility" by Mariya I. Vasileva et al.
📌 Overview
The goal of this refactoring is to improve usability and developer experience. While the core data remains identical to the original, the file structure and JSON schemas have been standardized to make it easier to load and… See the full description on the dataset page: https://huggingface.co/datasets/owj0421/polyvore-outfits.outfit-datasets
Outfit Datasets
Processed fashion outfit datasets: item images, pre-extracted ResNet-34 features (LMDB), and outfit tuple splits. Ready to use, no preprocessing required.
Layout
polyvore-u/ # PolyVore-U
├── features/images/data.mdb # item images (LMDB, keyed by item file name)
├── features/resnet34/data.mdb # ResNet-34 features
└── original/tuples_{519,630,53,32}/ # personalized / new-user splits
iqon-3000/ #… See the full description on the dataset page: https://huggingface.co/datasets/lzcn/outfit-datasets.genshin-impact-outfits
Genshin Impact Outfit
This is a collection of Genshin Impact character outfits (both wish and in-game version), with outfit description and detailed appearance, parsed from Fandom Wiki.
african-warriors-outfitsapparel23-qwen32b-kept-outfits-with-products
Apparel'23 kept outfit bundles (with products)
Amazon Apparel 2023 outfit bundles (need → bundle of role-tagged products), the gold source
for DeepShopper's AMZ side: trains the reward V0 (qwen4b-apparel23-bundle-sft),
seeds reward V1 positives and the Reducer soft-gold targets, and provides the AMZ
mapper needs. sft.{train,test}.jsonl. Derived from public Amazon data; research use. Code: https://github.com/clijo/reco-rl (branch outfit_bundle).
fashionrec_outfit_4tasksstylematch-outfits
StyleMatch — Synthetic Fashion Outfit Descriptions
10,751 English outfit descriptions, fully synthetic, generated with
Qwen/Qwen2.5-1.5B-Instruct
for the StyleMatch outfit-recommendation app (Intro to Data Science final project).
🚀 Try the live app: StyleMatch on HF Spaces
Schema
Column
Description
outfit_id
stable row id
style
one of 16 fashion styles (casual, formal, streetwear, ...)
season
spring / summer / fall / winter
occasion
one of 14… See the full description on the dataset page: https://huggingface.co/datasets/22Danielle/stylematch-outfits.outfit_recomendationoutfit-imagesyuki_miku_2017_outfit
Yuki Miku 2017 embedding
Samples
About
Use this Stable Diffusion embedding to achieve the Hatsune Miku Yuki Style 2017 outfit
Usage
To use this embedding you have to download the file and put it into the "\stable-diffusion-webui\embeddings" folderTo use it in a prompt add yuki_miku_2017-*
Add ( :1.0) around it to modify its weight
Included Files
8000 steps Usage: yuki_miku_2017-8000
10000 steps Usage: yuki_miku_2017-10000
15000… See the full description on the dataset page: https://huggingface.co/datasets/DJSoft/yuki_miku_2017_outfit.genshin_woman_Formal_Outfit_phut_hon_dance_videos
drive from: https://huggingface.co/datasets/svjack/genshin_woman_Formal_Outfit_flux1_kontext_fp8_extracted
larry_lai_Theme_Outfits_Image_Desc
Dataset Info
import pandas as pd
pd.json_normalize(fashion_dataset.remove_columns(["image"]).to_pandas()["desc"].map(eval))
Dataset Stats For Outfit on Body Parts
pd.json_normalize(fashion_dataset.remove_columns(["image"]).to_pandas()["desc"].map(eval))["Tags.97"].explode().dropna().map(
lambda x: x["label_name"]
).value_counts().to_dict()
{'上装': 16567,
'裤装': 8676,
'鞋类': 8248,
'裙装': 5251,
'包类': 2309,
'饰品（专属）': 202,
'平底': 10}
Dataset Stats For… See the full description on the dataset page: https://huggingface.co/datasets/svjack/larry_lai_Theme_Outfits_Image_Desc.outfitter-advice
outfitter-advice
On the OUTFITS subreddit, users frequently post multiple images and ask commenters to pick one (with a numeric comment like "2")
This evaluation collects the top two comments and their relative scores (for example, if there is overwhelming support for
one option over another, your evaluation should score differently from a close match).
The first and second images in the "images" field are the best and second-best images. We shuffle them before evaluating.
If there… See the full description on the dataset page: https://huggingface.co/datasets/scarysnake/outfitter-advice.larry_lai_Theme_Male_Upper_Outfits_Image_Descoutfitsgenshin_woman_Formal_Outfit_flux1_kontext_fp8_extractedoutfit-image-dataset
Dataset Card for Outfit Dataset
This dataset card documents the Clothing Outfit Dataset.It contains 30 original outfit images (shirt-pant combinations) with categorical and binary labels, with an augmented split expanding to 300 images.
Dataset Details
Dataset Description
Curated by: Bareethul Kader (Carnegie Mellon University)
Language(s): English (labels: formality, binary target)
License: CC BY 4.0
Repository: bareethul/clothing-outfits
Uses… See the full description on the dataset page: https://huggingface.co/datasets/bareethul/outfit-image-dataset.larry_lai_Theme_Male_Lower_Outfits_Image_Descfitcheck-outfit-recommendationsOutfitsSFW images of various outfits. (There maybe be some questionable imagess but nothing is 18+)
These datasets are good for training an outfit but not a character. For example, "Fischl_Genshin" dataset is good for training Fischl's outfit but would not make a top-quality character Lora.
kai-outfit-ai-datasetXiang_Handsome_Qwen_Edit_Outfit_Extractedlarry_lai_Theme_OutfitsOutfitsParent-Child-Outfit-Image-Classification-Dataset
Parent-Child Outfit Image Classification Dataset
With the rapid development of retail e-commerce, the parent-child outfit market is also gradually expanding, and consumer demand for parent-child outfit products is increasing. However, existing product classification systems often fail to accurately identify and classify parent-child outfits, leading to poor user experience and affecting sales performance. Current solutions lack in labeling accuracy and data integrity, making it… See the full description on the dataset page: https://huggingface.co/datasets/Mobiusi/Parent-Child-Outfit-Image-Classification-Dataset.