datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
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.PolyvorepolyvoreDisclaimer: We do not own this dataset. Polyvore dataset is a public dataset which can be accessed through its Github page.
This dataset was used to evaluate Marqo-FashionCLIP and Marqo-FashionSigLIP - see details below.
Marqo-FashionSigLIP Model Card
Marqo-FashionSigLIP leverages Generalised Contrastive Learning (GCL) which allows the model to be trained on not just text descriptions but also categories, style, colors, materials, keywords and fine-details to provide highly relevant… See the full description on the dataset page: https://huggingface.co/datasets/Marqo/polyvore.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.polyvore
📜 Citation & Original Work
This is a refactored version of the work by Vasileva et al. If you use this dataset, please cite the original paper:
@misc{vasileva2018learningtypeawareembeddingsfashion,
title={Learning Type-Aware Embeddings for Fashion Compatibility},
author={Mariya I. Vasileva and Bryan A. Plummer and Krishna Dusad and Shreya Rajpal and Ranjitha Kumar and David Forsyth},
year={2018},
eprint={1803.09196},
archivePrefix={arXiv}… See the full description on the dataset page: https://huggingface.co/datasets/owj0421/polyvore.polyvore1000=====================README====================
Polyvore-1000 Dataset
Welcome! I am Waly NGOM, PhD in Mathematics and passionate about Artificial Intelligence. This repository contains Polyvore-1000, a dataset designed for personalized recommendation in the fashion domain.
Polyvore-1000 builds upon the Polyvore-U splits introduced by Han et al. (2017) and benefits from the complementary work of Lu et al. (CVPR 2019), who proposed an innovative binary-code based approach for… See the full description on the dataset page: https://huggingface.co/datasets/codewaly/polyvore1000.Polyvore_images2polyvore-gift-conciergepolyvoreSELECT * FROM items_df_color LIMIT(10)
polyvore_wdsPolyvore_test_Fawaz