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ModaNet: A Large-Scale Street Fashion Dataset with Polygon Annotations

3 July 2018

Shuai Zheng

Fan Yang

M. Kiapour

Robinson Piramuthu

ArXiv (abs)PDF HTML Github (350★)

Papers citing "ModaNet: A Large-Scale Street Fashion Dataset with Polygon Annotations"

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Title
MMR: A Large-scale Benchmark Dataset for Multi-target and Multi-granularity Reasoning Segmentation Donggon Jang Yucheol Cho Suin Lee Taehyeon Kim Dae-Shik Kim VLM 93 3 0 18 Mar 2025
African Gender Classification Using Clothing Identification Via Deep Learning Samuel Ozechi 44 0 0 26 Feb 2025
Prompt2Fashion: An automatically generated fashion dataset Georgia Argyrou Angeliki Dimitriou Maria Lymperaiou Giorgos Filandrianos Giorgos Stamou 100 0 0 10 Sep 2024
Automatic Generation of Fashion Images using Prompting in Generative Machine Learning Models Georgia Argyrou Angeliki Dimitriou Maria Lymperaiou Giorgos Filandrianos Giorgos Stamou 83 4 0 20 Jul 2024
SPIN: Hierarchical Segmentation with Subpart Granularity in Natural Images Josh Myers-Dean Jarek Reynolds Brian Price Yifei Fan Danna Gurari 98 2 0 12 Jul 2024
FashionFail: Addressing Failure Cases in Fashion Object Detection and Segmentation Riza Velioglu Robin Chan Barbara Hammer 92 0 0 12 Apr 2024
Hulk: A Universal Knowledge Translator for Human-Centric Tasks Yizhou Wang YiXuan Wu Shixiang Tang Weizhen He Xun Guo ... Lei Bai Rui Zhao Jian Wu Tong He Wanli Ouyang VLM 204 14 0 04 Dec 2023
What a MESS: Multi-Domain Evaluation of Zero-Shot Semantic Segmentation Benedikt Blumenstiel Johannes Jakubik Hilde Kuhne Michael Vossing VLM 129 18 0 27 Jun 2023
Fashion Object Detection for Tops & Bottoms A. Petridis Mirela C. Popa Filipa Peleja Dario Dotti Alberto de Santos 52 0 0 29 May 2023
Going Denser with Open-Vocabulary Part Segmentation Pei Sun Shoufa Chen Chenchen Zhu Fanyi Xiao Ping Luo Saining Xie Zhicheng Yan ObjD VLM 115 49 0 18 May 2023
Fashionpedia-Ads: Do Your Favorite Advertisements Reveal Your Fashion Taste? Mengyun Shi Claire Cardie Serge Belongie 65 1 0 03 May 2023
Fashionpedia-Taste: A Dataset towards Explaining Human Fashion Taste Mengyun Shi Serge Belongie Claire Cardie 59 2 0 03 May 2023
DETR-based Layered Clothing Segmentation and Fine-Grained Attribute Recognition Hao Tian Yu Cao P. Y. Mok ViT 108 4 0 17 Apr 2023
HumanBench: Towards General Human-centric Perception with Projector Assisted Pretraining Shixiang Tang Cheng Chen Qingsong Xie Meilin Chen Yizhou Wang ... Feng Zhu Haiyang Yang Li Yi Rui Zhao Wanli Ouyang VLM 105 36 0 10 Mar 2023
UniHCP: A Unified Model for Human-Centric Perceptions Yuanzheng Ci Yizhou Wang Meilin Chen Shixiang Tang Lei Bai Feng Zhu Rui Zhao F. Yu Donglian Qi Wanli Ouyang 137 52 0 06 Mar 2023
TextileNet: A Material Taxonomy-based Fashion Textile Dataset Shu Zhong Miriam Ribul Youngjun Cho Marianna Obrist 110 5 0 15 Jan 2023
PACO: Parts and Attributes of Common Objects Vignesh Ramanathan Anmol Kalia Vladan Petrovic Yiqian Wen Baixue Zheng ... Abhishek Kadian Amir Mousavi Yi-Zhe Song Abhimanyu Dubey D. Mahajan VLM 96 105 0 04 Jan 2023
Deep Learning Technique for Human Parsing: A Survey and Outlook Lu Yang Wenhe Jia Shane Li Q. Song ViT 143 20 0 01 Jan 2023
GLAMI-1M: A Multilingual Image-Text Fashion Dataset Vaclav Kosar A. Hoskovec Milan Šulc Radek Bartyzal VLM 71 3 0 17 Nov 2022
FashionVQA: A Domain-Specific Visual Question Answering System Min Wang A. Mahjoubfar Anupama Joshi 106 4 0 24 Aug 2022
Learning Fashion Compatibility from In-the-wild Images Additya Popli Vijay Kumar Sujit Jos Saraansh Tandon 76 1 0 13 Jun 2022
Fashionformer: A simple, Effective and Unified Baseline for Human Fashion Segmentation and Recognition Shilin Xu Xiangtai Li Jingbo Wang Guangliang Cheng Yunhai Tong Dacheng Tao ViT 87 27 0 10 Apr 2022
Contrastive language and vision learning of general fashion concepts P. Chia Giuseppe Attanasio Federico Bianchi Silvia Terragni A. Magalhães Diogo Gonçalves C. Greco Jacopo Tagliabue CLIP 117 44 0 08 Apr 2022
NL-FCOS: Improving FCOS through Non-Local Modules for Object Detection Lukas Pavez Jose M. Saavedra Rondo ObjD 71 0 0 29 Mar 2022
Technologies for AI-Driven Fashion Social Networking Service with E-Commerce Jinseok Seol Seongjae Kim Sungchan Park H. Lim Hyunsoo Na E. Park Dohee Jung Soyoung Park Kangwoo Lee Sang-goo Lee 62 0 0 11 Mar 2022
se-Shweshwe Inspired Fashion Generation Lindiwe Brigitte Malobola Negar Rostamzadeh Shakir Mohamed 73 1 0 25 Feb 2022
Describe me if you can! Characterized Instance-level Human Parsing Angélique Loesch Romaric Audigier 80 7 0 24 Jan 2022
Smart Fashion: A Review of AI Applications in the Fashion & Apparel Industry Seyed Omid Mohammadi Ahmad Kalhor 94 25 0 28 Oct 2021
Relighting Humans in the Wild: Monocular Full-Body Human Relighting with Domain Adaptation Daichi Tajima Yoshihiro Kanamori Yuki Endo 3DH 120 24 0 14 Oct 2021
Image-based Virtual Fitting Room Zhiling Huang Junwen Bu Jie Chen 3DH 21 3 0 08 Apr 2021
From Culture to Clothing: Discovering the World Events Behind A Century of Fashion Images Wei-Lin Hsiao Kristen Grauman 101 18 0 02 Feb 2021
Efficient grouping for keypoint detection A. Sidnev E. Krasikova Maxim Kazakov 3DH 3DPC 3DV 45 3 0 23 Oct 2020
CoRe: Color Regression for Multicolor Fashion Garments Alexandre Ramé Arthur Douillard Charles Ollion MQ 77 0 0 06 Oct 2020
Towards an Interoperable Data Protocol Aimed at Linking the Fashion Industry with AI Companies Mohammed Al-Rawi Joeran Beel 52 1 0 07 Sep 2020
Fashion Captioning: Towards Generating Accurate Descriptions with Semantic Rewards Xuewen Yang Heming Zhang Di Jin Yingru Liu Chi-Hao Wu Jianchao Tan Dongliang Xie Jue Wang Xin Wang 100 68 0 06 Aug 2020
Addressing the Cold-Start Problem in Outfit Recommendation Using Visual Preference Modelling Dhruv Verma Kshitij Gulati R. Shah 124 11 0 04 Aug 2020
Fashionpedia: Ontology, Segmentation, and an Attribute Localization Dataset Menglin Jia Mengyun Shi Mikhail Sirotenko Huayu Chen Claire Cardie B. Hariharan Hartwig Adam Serge J. Belongie 93 97 0 26 Apr 2020
Fashion Meets Computer Vision: A Survey Wen-Huang Cheng Sijie Song Chieh-Yun Chen S. Hidayati Jiaying Liu AI4TS 111 99 0 31 Mar 2020
Toward Accurate and Realistic Virtual Try-on Through Shape Matching and Multiple Warps Kedan Li Min Jin Chong Jingen Liu David A. Forsyth 3DH 91 9 0 22 Mar 2020
A Strong Baseline for Fashion Retrieval with Person Re-Identification Models Mikolaj Wieczorek Andrzej Michalowski Anna Wróblewska Jacek Dąbrowski 124 14 0 09 Mar 2020
Lake Ice Monitoring with Webcams and Crowd-Sourced Images R. Prabha Manu Tom M. Rothermel E. Baltsavias Laura Leal-Taixe Konrad Schindler 125 12 0 18 Feb 2020
Neural Data Server: A Large-Scale Search Engine for Transfer Learning Data Xi Yan David Acuna Sanja Fidler 167 43 0 09 Jan 2020
ViBE: Dressing for Diverse Body Shapes Wei-Lin Hsiao Kristen Grauman 3DH 67 36 0 13 Dec 2019
DeepMark: One-Shot Clothing Detection A. Sidnev Alexey Trushkov Maxim Kazakov Ivan Korolev Vladislav Sorokin ObjD 15 19 0 02 Oct 2019
Recommendation or Discrimination?: Quantifying Distribution Parity in Information Retrieval Systems R. Khaziev Bryce Casavant Pearce Washabaugh Amy A. Winecoff Matthew Graham 13 0 0 13 Sep 2019
Fashion Retrieval via Graph Reasoning Networks on a Similarity Pyramid Zhanghui Kuang Yiming Gao Guanbin Li Ping Luo Yimin Chen Liang Lin Wayne Zhang 79 97 0 30 Aug 2019
Searching for Apparel Products from Images in the Wild Son N. Tran Ming-han Du Sampath Chanda R. Manmatha C. Taylor 29 6 0 04 Jul 2019
IMP: Instance Mask Projection for High Accuracy Semantic Segmentation of Things Cheng-Yang Fu Tamara L. Berg Alexander C. Berg ISeg VLM 123 18 0 15 Jun 2019
$c^+$ GAN: Complementary Fashion Item Recommendation Sudhir Kumar Mithun Das Gupta GAN 51 25 0 13 Jun 2019
Fashion IQ: A New Dataset Towards Retrieving Images by Natural Language Feedback Hui Wu Yupeng Gao Xiaoxiao Guo Ziad Al-Halah Steven J. Rennie Kristen Grauman Rogerio Feris EgoV 156 68 0 30 May 2019