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iMaterialist

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data · 721k rows

gender stringclasses 3 values	color stringlengths 3 76 ⌀	material stringclasses 291 values	sleeve stringclasses 5 values	pattern stringclasses 151 values	neckline stringclasses 11 values	style stringclasses 21 values	category stringclasses 103 values	item_ID int64 1 1.01M
Female	null	Polyester	null	Floral	null	Bodycon	Jumpsuits Overalls & Rompers	1
Female	null	Chiffon	null	null	null	Summer	Swimsuit Cover-ups	100
Female	Black	null	null	Mesh	V-Necks	Spaghetti Straps	Lingerie Sleepwear & Underwear	10,000
Female	null	null	Long Sleeved	Floral	V-Necks	Printed	Jumpsuits Overalls & Rompers	1,000,001
Male	Black	Spandex	null	null	null	null	Swim Trunks	1,000,002
Female	Black White	Polyester Spandex	Long Sleeved	null	Shoulder Drapes	Bodycon	Dresses	1,000,004
Male	null	null	null	null	null	null	Fashion Sets	1,000,006
Female	null	null	Sleeveless	null	Sweetheart Neckline	Pleated	Wedding Dresses	1,000,007
Female	null	null	Sleeveless	null	Sweetheart Neckline	Bodycon	Dresses	1,000,008
Female	null	null	Strapless	Leopard And Cheetah	Sweetheart Neckline	Bodycon	Party Dresses	1,000,009
Male	null	Denim	null	Ripped	null	null	Jeans	100,001
Female	Black White	null	null	null	Collared	Vintage Retro	null	1,000,010
Female	null	Chiffon	Sleeveless	Chevron	V-Necks	Summer	Casual Dresses	1,000,011
Female	null	null	Long Sleeved	null	Round Neck	Tunic	Hoodies & Sweatshirts	1,000,012
Female	White	Chiffon	Strapless	Floral	Off The Shoulder	Pleated	Dresses	1,000,013
Female	Blue	Denim	null	Ripped	null	null	Jumpsuits Overalls & Rompers	1,000,016
Neutral	null	Knit	Long Sleeved	null	Off The Shoulder	Bodycon	Dresses	1,000,017
Male	null	null	Long Sleeved	null	null	null	Athletic Sets	1,000,018
Female	Black White	null	Short Sleeves	null	Off The Shoulder	Summer	Blouses	1,000,020
Neutral	Blue White	Polyester	Long Sleeved	null	Off The Shoulder	null	null	1,000,024
Female	null	Denim	null	Ripped	null	null	Jeans	1,000,025
Male	Black Gray Green	Polyester Spandex	null	Camouflage	null	null	Athletic Pants	1,000,026
Male	Black	Cotton	Long Sleeved	null	Round Neck	Printed	T-Shirts	1,000,027
Female	Black Pink White	Knit	Long Sleeved	null	Off The Shoulder	null	null	1,000,029
Female	Black	Spandex	Sleeveless	null	V-Necks	Spaghetti Straps	Underwear	100,003
Female	null	null	Long Sleeved	null	Round Neck	Summer	Uniforms	1,000,030
Female	null	null	Long Sleeved	null	Turtlenecks	null	null	1,000,031
Female	Black Green Red Yellow	null	Long Sleeved	null	Turtlenecks	null	null	1,000,033
Female	null	null	Sleeveless	null	V-Necks	Vintage Retro	Dresses	1,000,034
Female	null	Lace Tulle	Strapless	Floral Sequins	Sweetheart Neckline	Beaded	Wedding Dresses	1,000,035
Female	null	null	Long Sleeved	null	Off The Shoulder	Summer	Dresses	1,000,036
Female	White	Polyester	Sleeveless	null	V-Necks	Spaghetti Straps	Jumpsuits Overalls & Rompers	1,000,037
Female	Black Blue Red	Satin Silk	null	null	V-Necks	Summer	Nightgowns	100,004
Female	Black Pink	Spandex	Sleeveless	Mesh	null	Spaghetti Straps	Nightgowns	1,000,040
Female	Black Blue	null	Long Sleeved	null	null	null	Skinny Jeans	1,000,041
Female	null	Lace	Long Sleeved	null	Turtlenecks	Peplum	Blouses	1,000,042
Male	null	null	Long Sleeved	null	Turtlenecks	null	null	1,000,043
Male	null	null	Short Sleeves	null	Round Neck	Printed	Dresses	1,000,044
Neutral	White	null	Sleeveless	null	V-Necks	Spaghetti Straps	null	1,000,046
Female	null	null	Long Sleeved	null	V-Necks	Tunic	Casual Dresses	1,000,048
Female	null	Knit	Sleeveless	null	Round Neck	Spaghetti Straps	Crop Tops	100,005
Neutral	null	null	Sleeveless	null	null	Vintage Retro	Corsets	1,000,050
Female	Black Pink Red	null	Sleeveless	null	Round Neck	Pleated	Dresses	1,000,051
Female	Blue Gray Pink Purple	Cotton	null	null	null	null	Maternity	1,000,052
Female	null	null	Short Sleeves	null	Round Neck	null	Blouses	1,000,053
Female	White	Tulle	Strapless	null	Sweetheart Neckline	Summer	Dresses	1,000,055
Female	null	Lace	Sleeveless	null	Sweetheart Neckline	null	Corsets	1,000,057
Female	Clear	Lace Tulle	Sleeveless	Ruched	Sweetheart Neckline	Bodycon	Prom Dresses	1,000,058
Male	Gray	null	null	null	null	null	Harem Pants	100,006
Female	null	null	Long Sleeved	null	Off The Shoulder	Summer	Casual Dresses	1,000,060
Female	null	Chiffon	Sleeveless	Floral	V-Necks	Spaghetti Straps	Jumpsuits Overalls & Rompers	1,000,062
Male	null	Nylon	Long Sleeved	null	Round Neck	null	Athletic Shirts	1,000,063
Female	Gray	null	null	null	null	null	Leggings	1,000,064
Female	White	Lace	Long Sleeved	Crochet	Round Neck	Embroidered	Blouses	1,000,066
Female	null	null	null	null	null	null	Suits & Blazers	1,000,067
Female	Blue Pink Red	null	Long Sleeved	Leopard And Cheetah	Round Neck	Furry	Jackets	1,000,068
Female	null	Chiffon	Strapless	Floral	V-Necks	Wrap	Swimsuit Cover-ups	1,000,069
Female	Pink	null	Short Sleeves	null	Sweetheart Neckline	Bodycon	Wedding Dresses	1,000,070
Female	null	Cotton Spandex	Sleeveless	null	Racerback	Spaghetti Straps	Tank Tops	1,000,071
Female	null	Lace	Long Sleeved	null	Round Neck	Bodycon	Dresses	1,000,072
Female	null	Lace Satin	Strapless	Leopard And Cheetah	Sweetheart Neckline	Vintage Retro	Corsets	1,000,073
Male	null	null	Long Sleeved	null	Round Neck	null	Dress Shirts	1,000,074
Male	null	null	null	null	null	null	Sweatpants	1,000,075
Neutral	Green Orange White	null	Short Sleeves	null	Round Neck	Printed	T-Shirts	1,000,076
Male	Black Blue Green Multi Color White Yellow	null	null	Camouflage	null	null	Capri Pants	1,000,077
Male	null	null	Long Sleeved	null	Round Neck	null	Athletic Shirts	1,000,078
Female	null	null	Short Sleeves	null	Round Neck	Peplum	Blouses	100,008
Female	Black Green Pink White	null	Long Sleeved	null	Off The Shoulder	Spaghetti Straps	null	1,000,081
Male	Black	Denim	null	null	null	null	null	1,000,084
Female	null	Chiffon	Short Sleeves	null	Round Neck	Beaded	Blouses	1,000,085
Female	Blue White	Chiffon	Short Sleeves	null	Round Neck	null	Blouses	1,000,086
Female	Red	Lace	Long Sleeved	null	V-Necks	Bodycon	Casual Dresses	1,000,087
Female	null	Denim	null	Ripped	null	null	null	1,000,088
Female	Pink White	null	null	null	null	null	Cardigans	1,000,089
Female	Beige Black Green Purple Red Yellow	Polyester	Long Sleeved	null	Round Neck	Asymmetric	Capes & Capelets	1,000,092
Female	null	null	Long Sleeved	null	V-Necks	Peplum	Casual Dresses	1,000,094
Female	null	null	Sleeveless	Floral	V-Necks	Summer	Casual Dresses	1,000,095
Neutral	null	Cotton	Short Sleeves	null	Round Neck	Tunic	T-Shirts	1,000,097
Female	Black	Lace	Long Sleeved	null	Round Neck	Pleated	Dresses	1,000,098
Female	Black White	Polyester	Long Sleeved	null	null	Bodycon	Casual Dresses	1,000,099
Female	Black Pink	Cotton	Sleeveless	null	Round Neck	null	Dresses	10,001
Female	Black	Lace	Sleeveless	Mesh	null	Spaghetti Straps	Nightgowns	100,010
Neutral	null	null	null	null	null	Tunic	Kimonos	1,000,100
Female	null	Cotton Polyester Spandex	null	null	null	Bodycon	Pencil Skirts	1,000,101
Female	Black Blue White	Denim	null	null	null	null	Skirts	1,000,103
Female	Black Purple White	Lace	Long Sleeved	Floral	Round Neck	Pleated	Dresses	1,000,104
Female	Blue	Denim	null	Ripped	null	null	null	1,000,105
Female	Black Blue Brown Green Red White	null	null	null	null	null	Harem Pants	1,000,106
Female	Black White	Chiffon	Sleeveless	null	Round Neck	Summer	Cocktail Dresses	1,000,107
Female	Black Red	Lace	Long Sleeved	Floral	Round Neck	Peplum	Blouses	1,000,109
Male	null	null	Long Sleeved	null	null	null	Jackets	100,011
Neutral	Black Blue Pink Red Yellow	null	null	null	null	null	Tutus	1,000,110
Female	Black Red	Wool	Long Sleeved	null	V-Necks	Furry	Trench Coats	1,000,112
Male	null	Wool	null	null	null	null	Peacoats	1,000,113
Neutral	Black	Nylon	Short Sleeves	null	Backless Dresses	Embroidered	null	1,000,114
Male	null	Silk	Long Sleeved	null	V-Necks	Printed	null	1,000,115
Female	Black Red	null	Long Sleeved	null	Off The Shoulder	Bodycon	Party Dresses	1,000,118
Female	null	null	Sleeveless	Sequins	Round Neck	Asymmetric	Wedding Dresses	100,012
Male	null	Denim	null	Ripped	null	null	Baggy Jeans	1,000,120
Female	null	null	Sleeveless	null	Backless Dresses	Spaghetti Straps	Vests	1,000,122

End of preview. Expand in Data Studio

Disclaimer: We do not own this dataset. iMaterialist dataset is a public dataset which can be accessed through its Github page. When using the datset, cite the original work.

@article{guo2019imaterialist,
 title={The iMaterialist Fashion Attribute Dataset},
 author={Guo, Sheng and Huang, Weilin and Zhang, Xiao and Srikhanta, Prasanna and Cui, Yin and Li, Yuan and R.Scott, Matthew  and Adam, Hartwig and Belongie, Serge},
 journal={arXiv preprint arXiv:1906.05750},
 year={2019}
}

Downloads last month: 179

Size of downloaded dataset files:

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Size of the auto-converted Parquet files:

71.5 GB

Number of rows:

721,065

Models trained or fine-tuned on Marqo/iMaterialist

Styld/marqo-fashionSigLIP

Zero-Shot Image Classification • Updated Aug 23, 2024 • 21 • 3

Collection including Marqo/iMaterialist

Marqo-FashionCLIP and Marqo-FashionSigLIP

Collection

SOTA multimodal models for fashion product embeddings -> https://github.com/marqo-ai/marqo-FashionCLIP/ • 11 items • Updated Dec 12, 2024 • 9