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https://i.pinimg.com/ori…8bf86a1fb963.jpg
Mounting the concealed cistern. Accessory toilet with concealed cistern
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http://image.made-in-china.com/3f2j00oseEHDFIrKrn/Fuel-Filter-FF202-for-PC650-3-FF73100-Cummin-FF202-Fs19581.jpg
Fuel Filter FF202 for PC650-3 FF73100 Cummin FF202 Fs19581
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https://img.tradingpost.…Boxed640x480.jpg
Vintage Telephone Table Seat Made In Australia By Burgess Uph
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https://rlv.zcache.com.a…f3_8byvr_324.jpg
PEI Blue Heron Square Sticker
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https://i.ebayimg.com/00…cRZJx7v/$_35.JPG
Cadillac CTS
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https://www.wingingthewo…769-1024x576.jpg
The Balmoral Hotel, Edinburgh
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https://icdn.tradew.com/…300/quality,Q_90
Q7776-60001 HP 2840 2820 Printer Formatter Board
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https://lydiedubrayantiq…rcelain-urns.jpg
C1900 Pair of Porcelain Urns
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https://i1.wp.com/www.go…=768%2C548&ssl=1
Pope Benedict during his last Angelus noon prayer
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https://handbag.yournext…igona-Duffel.png
Givenchy Ponyhair Medium 'Antigona' Duffel
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https://www.warrelics.eu…39e51b8a248ee89b
New Front Heil buckle...
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https://images-eu.ssl-im…lbeL._SL160_.jpg
Cheston Cordless Drill Driver Kit with 24 accessories for drilling in Wall,Wood,Metal
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http://www.recordclick.com/wp-content/uploads/2014/06/YIVO-identity-confirmation-affadvait-Personable-and-is-known-as-an-honest-man-150x150.jpg
In the vast YIVO archive, a family history researcher may find identity confirmations. This one says he is "personable and known as an honest man."
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https://www.jaxxbeanbags…fur-config-1.jpg
Girl reading a magazine on the Pillow Saxx 3.5' Bean Bag - Faux Fur
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http://us.123rf.com/450wm/photoman/photoman0910/photoman091000096/5688766-teddy-bear-hamster-with-white-background.jpg
Teddy Bear Hamster with white background photo
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https://www.g-central.co…m3tu8eika7vg.jpg
Bloody Vinyl x G-Shock GA-2100 Collaboration for Italy
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https://xgoxg.com/upload…all-bearings.jpg
KOYO 7928C angular contact ball bearings #2 image
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Best 100 Watt 40 Inch TV Sound Bar, BESTISAN Home Theater System Wired and Wireless Soundbar Speaker(Bluetooth 5.0, 105dB, Dsp Audio, Bass Adjustable, Wall Mountable) Review
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http://litbimg7.rightinthebox.com/images/384x384/201501/cwvhpp1421077488692.jpg
Women's Drop Earrings Statement Jewelry Oversized Alloy Drop Jewelry For Party Special Occasion Birthday Daily
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https://img.bgxcdn.com/t…a33d14787e2f.jpg
Men Canvas Retro Travel Cycling Crossbody Bag
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https://www.evrima.gr/im…lasp_swu7-lk.jpg
In addition to the sterling silver 925o chain, we give free a polesteric cord with sterling silver 925o clasp
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https://d129q82p91aw7f.c…reto.214x311.jpg
Bota Salomon X Ultra Trek Gtx® M Marrom/Preto
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https://i.ebayimg.com/th…erZUn/s-l225.jpg
Dept 56 Christmas In The City Lighted 1999 Parkview Hospital 58947 Retired 2000
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http://thumbs.dreamstime.com/t/kaindy-lake-firs-24771741.jpg
Kaindy lake through firs Stock Image
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http://img3.fold3.com/img/thumbnail/311014013/400/400/0_0_415_456.jpg
Kenneth Bruce kohei Kozai
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http://beer.be/wp-content/uploads/2018/11/rye-of-sun-280x250.jpg
rye of sun
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https://i.pinimg.com/236…crochet-tops.jpg
Vintage 60s 70s SUNSHINE Yellow Crochet MINI por DivaInWonderland
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https://static.wixstatic…2c3fb8db~mv2.jpg
bespoke agile workplace smart steel locker RFID lock
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https://ae01.alicdn.com/…-Men-Loafers.jpg
BOLE Autumn New Slip on Casual Leather Men Shoes Fashion Design Handmade Leather Striped Men Loafers Shoes Men Flats Size 37-46 pl us size 38 47 handmade genuine leather mens shoes casual men loafers fashion breathable driving shoes slip on moccasins
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https://cdn.shopify.com/…jpg?v=1574027893
Wheelchair Accessible Vanity
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https://s.hdnux.com/phot…74/3/920x920.jpg
Blue agapanthus pairs well with red begonias. Photo: John Everett / Houston Chronicle
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https://ssl.c.photoshelt…0pkgOiTl0lZY.jpg
large mule deer bucks in grassy pine dry shrub fall season
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https://images.halloween…ting-costume.jpg
Adult's Ghostbusters No-Ghosting Costume
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https://businessnews-bd.…ld-War-BBCWB.jpg
US team finds World War II ‘remains’ in India
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https://m.media-amazon.c…pvYL._SL500_.jpg
East Coast Vinyl Werkz - Live Free - Orange 1pc - Fuel Tank Decal for Harley Davidson Sportsters & Other Motorcycles
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https://cdn.influenster.…_progressive.jpg
Nature's Truth® Aromatherapy Patchouli Dark 100% Pure Essential Oil 0.51 fl. oz. Box
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http://media-cache-ak0.pinimg.com/236x/78/ff/b8/78ffb89c8a4c93f74f37acc80601b92b.jpg
BLAZER WITH ZIPS from Zara $139
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http://t0.gstatic.com/images?q=tbn:ANd9GcR56x-vFP0n6km-LDTXiZLoKqCy1nDY6zSxnLFstnljv4_mwGri
freestanding pantry home depot kitchen pantry cabinet ikea kitchen full size of kitchen tall storage cabinets with doors freestanding pantry home depot free standing
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https://i1.ytimg.com/vi/…0I/mqdefault.jpg
How to really play Ennodu nee irundhaal-"I" part-2
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https://www.fanthatracks…n_template_1.jpg
Rogue Squads-on?: Could Patty Jenkins leaving Cleopatra mean Rogue Squadron is back on?
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https://i.ebayimg.com/th…YyuaU/s-l225.jpg
8 cuttings 4" RARE Lepismium Cruciforme Rhipsalis Cruciformis Hanging Cactus Red
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https://puntorigenera.co…ica-usagetta.jpg
Swiffer Duster - SCATOLA 10 PIUMINI RICARICA USAGETTA
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Kansas kicker Jacob Branstetter celebrates a 57-yard field goal going in to halftime against Oklahoma Friday, Oct. 24, 2009.
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https://cdn.xxl.thumbs.c…_csp36198397.jpg
Pin with flag of iceland
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pesticide icon cartoon style vector image
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Canon Cinema EOS C200 EF
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Share 'Social Security and Two-Income Couples' on StumbleUpon
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https://image.made-in-ch…Sets-Nbh2048.jpg
Bt50-Nbh2084-8PCS Nbh2048 Micro Boring Head Sets Nbh2048
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https://www.sallybeauty.…w=400&sh=400
Starter Hair Color Kit
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1928 COKE TRAY SODA SHOP
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bjork promo
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Northern Leopard Frog Study • 2014 • Watercolor and Gouache on Paper • 5"x7"
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Bathroom 1
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https://cdn-images.threa…ODVdLCB7fV1dfQ==
US99 Logo White Accessories Face Mask by US99's Artist Shop
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722 County Rd 2159 - Photo 12
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http://foodio54.com/images/biztn/83/45/subway-sandwiches-many-2458345.jpg
Subway Sandwiches in Many, LA
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Available with high-ends specs Tables - Chairs - End Tables New
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Partition autre Where Is My Mind? de Pixies - Tablature Guitare Lead
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Cartoon Girl Holding a Paper and Pencil vector image
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https://images-na.ssl-im…1P%2BVOjtTML.jpg
Baocicco 7x5ft Welcome Allstar Party Backdrop Vinyl Photogra
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E-Book čitač KINDLE Paperwhite III, 8-th gen. (2016), 6
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Journey Thatgamecompany Godisageek
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Stockfish On Brown Square Wooden Board, Wrapped In Paper, Isolated.
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African Woman - Women's Premium Organic T-Shirt
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Moss Green Boutique Flower Headband, Newborn Headband, Soft Headband
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Martin Szekely; Painted Metal 'Etagère Tino', 2009.
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Beard Brush & Beard Comb Kit for Men Beard Mustache 231c23f9-5e59-455a-a8b3-db49d402b626
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Used Rvs Pueblo Used Rv Dealer Pueblo Boardman Rv
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Orange turquoise blue purple pink batik by BlueSheepBoutique ...
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Buy Kangaroo Pocket Drawstring Ruched Sweatshirt
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CLASS OF 1990: RUNNING ORDER
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OPINEL, MADE IN FRANCE, NO. 6 SIZE, OAK HANDLE FOLDING KNIFE, OP00981
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Thumbnail image for Tamales, Nicaraguan Style
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2019 Sidewalk Arts & Crafts Show | West Portal
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ET Street Radial Tires
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Spicy Black Bean Soup: Black Beans Soups, Red Wine, Spicy Black, Spicy ...
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National 5/16 In. x 9 In. Zinc Hook & Eye Turnbuckle Image 1
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End of preview.

Dataset Card for DataComp-12M

This dataset contains a 12M subset of DataComp-1B-BestPool. We distribute the image url-text samples and metadata under a standard Creative Common CC-BY-4.0 license. The individual images are under their own copyrights. Image-text models trained on DataComp-12M are significantly better than on CC-12M/YFCC-15M as well as DataComp-Small/Medium.

DataComp-12M was introduced in MobileCLIP paper and along with the reinforced dataset DataCompDR-12M. The UIDs per shards match between mlfoundations/DataComp-12M and apple/DataCompDR-12M.

Terms and Conditions

We have terms of service that are similar to those adopted by HuggingFace (https://huggingface.co/terms-of-service), which covers their dataset library. Specifically, any content you download, access or use from our index, is at your own risk and subject to the terms of service or copyright limitations accompanying such content. The image url-text index, which is a research artifact, is provided as is. By using said index, you assume all risks, including but not limited to, liabilities related to image downloading and storage.

Citation

DataComp: In search of the next generation of multimodal datasets. (NeurIPS 2024) Gadre, Samir Yitzhak, et al.

@article{gadre2024datacomp,
  title={Datacomp: In search of the next generation of multimodal datasets},
  author={Gadre, Samir Yitzhak and Ilharco, Gabriel and Fang, Alex and Hayase, Jonathan and Smyrnis, Georgios and Nguyen, Thao and Marten, Ryan and Wortsman, Mitchell and Ghosh, Dhruba and Zhang, Jieyu and others},
  journal={Advances in Neural Information Processing Systems},
  volume={36},
  year={2024}
}

MobileCLIP: Fast Image-Text Models through Multi-Modal Reinforced Training. (CVPR 2024) Pavan Kumar Anasosalu Vasu, Hadi Pouransari, Fartash Faghri, Raviteja Vemulapalli, Oncel Tuzel.

@InProceedings{mobileclip2024,
  author = {Pavan Kumar Anasosalu Vasu, Hadi Pouransari, Fartash Faghri, Raviteja Vemulapalli, Oncel Tuzel},
  title = {MobileCLIP: Fast Image-Text Models through Multi-Modal Reinforced Training},
  booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  month = {June},
  year = {2024},
}
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