Introduction to the International Image Interoperability Framework
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Transcript of Introduction to the International Image Interoperability Framework
International Image Interoperability Framework
Tom CramerChief Technology StrategistStanford University Libraries @tcramer
InternationalImageInteroperabilityFramework
@iiif_io www.iiif.io
Ben AlbrittonMike ApplebyTom CramerJon StroopRob SandersonStu SnydmanSimeon WarnerIIIF.io@bla222@mikeapps@tcramer@jpstroop@azaroth42@stusnydman@zimeon@iiif_io
http://projectmirador.org/demo/#347d4952-871e-414d-94a3-66e148b5c999http://parker.stanford.edu/parker/actions/page_turner.do?ms_no=2IIhttp://collections.stanford.edu/images/bin/detail?cid=413&fn=1http://libimages.princeton.edu/osd-demo/?feedme=pudl0123%2F8172070%2F01%2F00000001.jp2
https://purl.stanford.edu/hs631zg4177http://labs.cogapp.com/iiif/index.html#d91dc2c1-b523-40c9-b9d5-047bbd1d54c2
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Images are fundamental information carriers for cultural heritage
Ben AlbrittonMike ApplebyTom CramerJon StroopRob SandersonStu SnydmanSimeon WarnerIIIF.io@bla222@mikeapps@tcramer@jpstroop@azaroth42@stusnydman@zimeon@iiif_io
Lewis Chessmen in the British Museum, Page of Beineke MS 109 from Yale2
Yet, we hear the following from research & memory organizations.
Ben AlbrittonMike ApplebyTom CramerJon StroopRob SandersonStu SnydmanSimeon WarnerIIIF.io@bla222@mikeapps@tcramer@jpstroop@azaroth42@stusnydman@zimeon@iiif_io
Lewis Chessmen in the British Museum, Page of Beineke MS 109 from Yale3
I am locked into my image delivery software
Ben AlbrittonMike ApplebyTom CramerJon StroopRob SandersonStu SnydmanSimeon WarnerIIIF.io@bla222@mikeapps@tcramer@jpstroop@azaroth42@stusnydman@zimeon@iiif_io
Id like to start with a few statements many of us in the library community have made about our image and collection delivery environment, and wonder if any of you have had similar thoughts.4
I need a newer, faster image server(and I cant spend much time or money on it)
Ben AlbrittonMike ApplebyTom CramerJon StroopRob SandersonStu SnydmanSimeon WarnerIIIF.io@bla222@mikeapps@tcramer@jpstroop@azaroth42@stusnydman@zimeon@iiif_io
I want deep zoom(on mobile)
Ben AlbrittonMike ApplebyTom CramerJon StroopRob SandersonStu SnydmanSimeon WarnerIIIF.io@bla222@mikeapps@tcramer@jpstroop@azaroth42@stusnydman@zimeon@iiif_io
I want to allow users to visually compare objects in the collection
Ben AlbrittonMike ApplebyTom CramerJon StroopRob SandersonStu SnydmanSimeon WarnerIIIF.io@bla222@mikeapps@tcramer@jpstroop@azaroth42@stusnydman@zimeon@iiif_io
with objects from other collections
Ben AlbrittonMike ApplebyTom CramerJon StroopRob SandersonStu SnydmanSimeon WarnerIIIF.io@bla222@mikeapps@tcramer@jpstroop@azaroth42@stusnydman@zimeon@iiif_io
and regions of those imagesI want to make it easy for my users to cite and share my images
Ben AlbrittonMike ApplebyTom CramerJon StroopRob SandersonStu SnydmanSimeon WarnerIIIF.io@bla222@mikeapps@tcramer@jpstroop@azaroth42@stusnydman@zimeon@iiif_io
I want to allow visitors to annotate my images online
Ben AlbrittonMike ApplebyTom CramerJon StroopRob SandersonStu SnydmanSimeon WarnerIIIF.io@bla222@mikeapps@tcramer@jpstroop@azaroth42@stusnydman@zimeon@iiif_io
I want to allow embedding of my images in blogs and web pages
Ben AlbrittonMike ApplebyTom CramerJon StroopRob SandersonStu SnydmanSimeon WarnerIIIF.io@bla222@mikeapps@tcramer@jpstroop@azaroth42@stusnydman@zimeon@iiif_io
... without losing control of them
Ben AlbrittonMike ApplebyTom CramerJon StroopRob SandersonStu SnydmanSimeon WarnerIIIF.io@bla222@mikeapps@tcramer@jpstroop@azaroth42@stusnydman@zimeon@iiif_io
And I shouldnt have to invent any of it.
Ben AlbrittonMike ApplebyTom CramerJon StroopRob SandersonStu SnydmanSimeon WarnerIIIF.io@bla222@mikeapps@tcramer@jpstroop@azaroth42@stusnydman@zimeon@iiif_io
In short, digital image delivery istoo hardtoo slowtoo expensivetoo disjointedtoo ugly
and we all suffer because of it.
Ben AlbrittonMike ApplebyTom CramerJon StroopRob SandersonStu SnydmanSimeon WarnerIIIF.io@bla222@mikeapps@tcramer@jpstroop@azaroth42@stusnydman@zimeon@iiif_io
Cultural heritage, memory & research institutions suffer.Software developers suffer.Users suffer.14
There is a better way...
Ben AlbrittonMike ApplebyTom CramerJon StroopRob SandersonStu SnydmanSimeon WarnerIIIF.io@bla222@mikeapps@tcramer@jpstroop@azaroth42@stusnydman@zimeon@iiif_io
Cultural heritage, memory & research institutions suffer.Software developers suffer.Users suffer.Budgets suffer!
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Ben AlbrittonMike ApplebyTom CramerJon StroopRob SandersonStu SnydmanSimeon WarnerIIIF.io@bla222@mikeapps@tcramer@jpstroop@azaroth42@stusnydman@zimeon@iiif_io
An idea is born at dinner after DMS Tech Meeting #3 among the BL, Oxford and Stanford: if it works for Manuscripts, why cant the same principles and some of the same tools also work for all image based resources. Idea is diagrammed on the (paper) tablecloth. March 9, 201116
IIIF VisionCreate a global framework by which image-based resources (images, books, maps, scrolls, manuscripts, musical scores, etc.) from any participating institution can be delivered in a standard wayvia any compatible image serverfor display, manipulation andannotation in any application, to any user on the Web.
Ben AlbrittonMike ApplebyTom CramerJon StroopRob SandersonStu SnydmanSimeon WarnerIIIF.io@bla222@mikeapps@tcramer@jpstroop@azaroth42@stusnydman@zimeon@iiif_io
IIIF Vision, continuedwith tens of millions of image-based resourcesbacked by a consortium of world-leading cultural heritage and research institutionssupported by a rich and growing suite of software toolsincorporating the best of current image delivery technology, and leveraging Web standards
Ben AlbrittonMike ApplebyTom CramerJon StroopRob SandersonStu SnydmanSimeon WarnerIIIF.io@bla222@mikeapps@tcramer@jpstroop@azaroth42@stusnydman@zimeon@iiif_io
InteroperabilityTechnology ContextSpaceTimeUsers
Ben AlbrittonMike ApplebyTom CramerJon StroopRob SandersonStu SnydmanSimeon WarnerIIIF.io@bla222@mikeapps@tcramer@jpstroop@azaroth42@stusnydman@zimeon@iiif_io
So What Is IIIF?
Ben AlbrittonMike ApplebyTom CramerJon StroopRob SandersonStu SnydmanSimeon WarnerIIIF.io@bla222@mikeapps@tcramer@jpstroop@azaroth42@stusnydman@zimeon@iiif_io
Three things: 1.) APIs2.) growing suite of compatible software3.) community of adopters20
A Community that develops Shared APIs,implements them in Software, and exposes interoperable Content
Ben AlbrittonMike ApplebyTom CramerJon StroopRob SandersonStu SnydmanSimeon WarnerIIIF.io@bla222@mikeapps@tcramer@jpstroop@azaroth42@stusnydman@zimeon@iiif_io
Three things: 1.) APIs2.) growing suite of compatible software3.) community of adopters21
Global Participation
Ben AlbrittonMike ApplebyTom CramerJon StroopRob SandersonStu SnydmanSimeon WarnerIIIF.io@bla222@mikeapps@tcramer@jpstroop@azaroth42@stusnydman@zimeon@iiif_io
International LeadersState & National LibrariesAustriaBSBBritish LibraryFranceDenmarkEgyptIsraelNew ZealandNorwayPolandQatar SerbiaVaticanWalesResearch InstitutionsC2RMF (France)Cornell UniversityThe GettyJohns Hopkins Univ.Harvard UniversityOxford UniversityPrinceton UniversityStanford UniversityUniversity College DublinWellcome LibraryYale UniversityProjectsBiblissimae-codicesTPENTextGridAggregatorsArtstorDPLAEuropeanaInternet Archive
MuseumsBritish MuseumNational Gallery of Art (US)YCBA
Technology FirmsCogAppDigiratiKlokan Technologies
Ben AlbrittonMike ApplebyTom CramerJon StroopRob SandersonStu SnydmanSimeon WarnerIIIF.io@bla222@mikeapps@tcramer@jpstroop@azaroth42@stusnydman@zimeon@iiif_io
International LeadersState & National LibrariesAustriaBSBBritish LibraryFranceDenmarkEgyptIsraelNew ZealandNorwayPolandQatar SerbiaVaticanWalesResearch InstitutionsC2RMF (France)Cornell UniversityThe GettyJohns Hopkins Univ.Harvard UniversityOxford UniversityPrinceton UniversityStanford UniversityUniversity College DublinWellcome LibraryYale UniversityProjectsBiblissimae-codicesTPENTextGridAggregatorsArtstorDPLAEuropeanaInternet Archive
MuseumsBritish MuseumNational Gallery of Art (US)YCBA
Technology FirmsCogAppDigiratiKlokan Technologies
Ben AlbrittonMike ApplebyTom CramerJon StroopRob SandersonStu SnydmanSimeon WarnerIIIF.io@bla222@mikeapps@tcramer@jpstroop@azaroth42@stusnydman@zimeon@iiif_io
The IIIF ConsortiumWhereas interoperable technology for digital delivery of image-based resources is fundamental to research, scholarship and the transmission of cultural knowledge, the undersigned institutions hereby agree to establish and manage the International Image Interoperability Framework Consortium (IIIFC).
organized June 17, 2015.
Ben AlbrittonMike ApplebyTom CramerJon StroopRob SandersonStu SnydmanSimeon WarnerIIIF.io@bla222@mikeapps@tcramer@jpstroop@azaroth42@stusnydman@zimeon@iiif_io
IIIF-Discuss Membershttps://groups.google.com/forum/#!forum/iiif-discuss
Ben AlbrittonMike ApplebyTom CramerJon StroopRob SandersonStu SnydmanSimeon WarnerIIIF.io@bla222@mikeapps@tcramer@jpstroop@azaroth42@stusnydman@zimeon@iiif_io
A world of silos & duplicationEvery site a silo ( no interoperability)Every app a one-off (overhead to code and keep)Every user forced to cope ( many UIs, little integration)
Ben AlbrittonMike ApplebyTom CramerJon StroopRob SandersonStu SnydmanSimeon WarnerIIIF.io@bla222@mikeapps@tcramer@jpstroop@azaroth42@stusnydman@zimeon@iiif_io
The repositories and applications providing access to Digital Medieval Manuscripts in todays environment are heavily siloed, with access to each repository provided through one off applications. This is a microcosm of the wider world of access to image based scholarly resources. 27
Welcome to Silo-ville
Grain elevators, Caldwell, Idaho, by Lee Russell, 1941. http://www.loc.gov/pictures/resource/fsac.1a34206/
Ben AlbrittonMike ApplebyTom CramerJon StroopRob SandersonStu SnydmanSimeon WarnerIIIF.io@bla222@mikeapps@tcramer@jpstroop@azaroth42@stusnydman@zimeon@iiif_io
APIs enable reuse
Ben AlbrittonMike ApplebyTom CramerJon StroopRob SandersonStu SnydmanSimeon WarnerIIIF.io@bla222@mikeapps@tcramer@jpstroop@azaroth42@stusnydman@zimeon@iiif_io
APIs to access image and description from a repository enable access to content from other applications and systems for viewing or analytics (transcription, annotation, e.g.) Some of this data could be reimported to the repository for reuse by others (e.g., transcriptions). 29
APIs -> Framework -> Ecosystem
Ben AlbrittonMike ApplebyTom CramerJon StroopRob SandersonStu SnydmanSimeon WarnerIIIF.io@bla222@mikeapps@tcramer@jpstroop@azaroth42@stusnydman@zimeon@iiif_io
If multiple repositories supported the same APIs for access to images, metadata and annotations, one can envision the beginnings of a framework with shared application code across different sites, and interoperable image-based resources, enabling simultaneous access to multiple scholarly repositories through a single interface. 30
get pixels via a simple, RESTful, web service Just enough metadata to drive a remote viewing experience
Image APIPresentation APIIIIF: Two Core APIs
Ben AlbrittonMike ApplebyTom CramerJon StroopRob SandersonStu SnydmanSimeon WarnerIIIF.io@bla222@mikeapps@tcramer@jpstroop@azaroth42@stusnydman@zimeon@iiif_io
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Image Delivery APIhttp://iiif.io/api/image/2.0/
Ben AlbrittonMike ApplebyTom CramerJon StroopRob SandersonStu SnydmanSimeon WarnerIIIF.io@bla222@mikeapps@tcramer@jpstroop@azaroth42@stusnydman@zimeon@iiif_io
We started on common software stack, but quickly shifted to an API32
Presentation APIhttp://iiif.io/api/presentation/2.0/
StructureCollection, Item, Sequence, PartsPropertiesLabels, description, license, attribution, links
Ben AlbrittonMike ApplebyTom CramerJon StroopRob SandersonStu SnydmanSimeon WarnerIIIF.io@bla222@mikeapps@tcramer@jpstroop@azaroth42@stusnydman@zimeon@iiif_io
We started on common software stack, but quickly shifted to an API33
Developed out of the Digital Manuscript Interop WorkProvides a lingua franca for modelling image & text-based digital resources Based on Linked Data: Web and annotation-friendly!Shared Canvas Data Model
Ben AlbrittonMike ApplebyTom CramerJon StroopRob SandersonStu SnydmanSimeon WarnerIIIF.io@bla222@mikeapps@tcramer@jpstroop@azaroth42@stusnydman@zimeon@iiif_io
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http://www.shared-canvas.orgBased on Shared Canvas Data Model
Ben AlbrittonMike ApplebyTom CramerJon StroopRob SandersonStu SnydmanSimeon WarnerIIIF.io@bla222@mikeapps@tcramer@jpstroop@azaroth42@stusnydman@zimeon@iiif_io
Image APIPresentation API
Image + Presentation = Object
Ben AlbrittonMike ApplebyTom CramerJon StroopRob SandersonStu SnydmanSimeon WarnerIIIF.io@bla222@mikeapps@tcramer@jpstroop@azaroth42@stusnydman@zimeon@iiif_io
36
Image APIPresentation API
Presentation API
Title LabelStructure (TOC)SequenceImage APIImage DataImage + Presentation = Object
Ben AlbrittonMike ApplebyTom CramerJon StroopRob SandersonStu SnydmanSimeon WarnerIIIF.io@bla222@mikeapps@tcramer@jpstroop@azaroth42@stusnydman@zimeon@iiif_io
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To support login, and differential access to resources. Search within an object, such as the full text of a book or newspaperAuthentication APISearch APIIIIF: Two More APIs in Beta
Ben AlbrittonMike ApplebyTom CramerJon StroopRob SandersonStu SnydmanSimeon WarnerIIIF.io@bla222@mikeapps@tcramer@jpstroop@azaroth42@stusnydman@zimeon@iiif_io
38
Compatible Software
IIP Image
IIP Moo Viewer
digilib
FSI ServerMiradorInternet Archive Book Reader
Image ServersImage ClientsImage Apps
FSI ViewerLeaflet JS
Ben AlbrittonMike ApplebyTom CramerJon StroopRob SandersonStu SnydmanSimeon WarnerIIIF.io@bla222@mikeapps@tcramer@jpstroop@azaroth42@stusnydman@zimeon@iiif_io
39
Tweets on Recent IIIF News
Ben AlbrittonMike ApplebyTom CramerJon StroopRob SandersonStu SnydmanSimeon WarnerIIIF.io@bla222@mikeapps@tcramer@jpstroop@azaroth42@stusnydman@zimeon@iiif_io
Distinct ConcernsFind, Use, Analyze, AnnotateWant: Mix & Match, Best of Breed
ScholarsTool MakersRepositoriesBuild useful tools and appsWant: Users & resources
Host, Preserve (and Enrich) ResourcesWant: Use of Resources, Enriching services, Enriched content
Ben AlbrittonMike ApplebyTom CramerJon StroopRob SandersonStu SnydmanSimeon WarnerIIIF.io@bla222@mikeapps@tcramer@jpstroop@azaroth42@stusnydman@zimeon@iiif_io
The repositories and applications providing access to Digital Medieval Manuscripts in todays environment are heavily siloed, with access to each repository provided through one off applications. This is a microcosm of the wider world of access to image based scholarly resources. 41
Some Demonstrations
Ben AlbrittonMike ApplebyTom CramerJon StroopRob SandersonStu SnydmanSimeon WarnerIIIF.io@bla222@mikeapps@tcramer@jpstroop@azaroth42@stusnydman@zimeon@iiif_io
Three things: 1.) APIs2.) growing suite of compatible software3.) community of adopters42
Biblissima: MSS of France
Le manuscrit 5 de la Bibliothque municipale de Chteauroux, c. 1460
Folio in BVMM Miniature in the BNF
Ben AlbrittonMike ApplebyTom CramerJon StroopRob SandersonStu SnydmanSimeon WarnerIIIF.io@bla222@mikeapps@tcramer@jpstroop@azaroth42@stusnydman@zimeon@iiif_io
Folio is in BVMM: Bibliotheque Virtuelle de Manuscrits medievauxMiniature was eventually acquired by the Royal Library and is now in the colleciton of the BNF43
Ben AlbrittonMike ApplebyTom CramerJon StroopRob SandersonStu SnydmanSimeon WarnerIIIF.io@bla222@mikeapps@tcramer@jpstroop@azaroth42@stusnydman@zimeon@iiif_io
Shared Canvas at Work
Ben AlbrittonMike ApplebyTom CramerJon StroopRob SandersonStu SnydmanSimeon WarnerIIIF.io@bla222@mikeapps@tcramer@jpstroop@azaroth42@stusnydman@zimeon@iiif_io
Folio is in BVMM: Bibliotheque Virtuelle de Manuscrits medievauxMiniature was eventually acquired by the Royal Library and is now in the colleciton of the BNF45
Ben AlbrittonMike ApplebyTom CramerJon StroopRob SandersonStu SnydmanSimeon WarnerIIIF.io@bla222@mikeapps@tcramer@jpstroop@azaroth42@stusnydman@zimeon@iiif_io
Diva.js & Music Annotations
Ben AlbrittonMike ApplebyTom CramerJon StroopRob SandersonStu SnydmanSimeon WarnerIIIF.io@bla222@mikeapps@tcramer@jpstroop@azaroth42@stusnydman@zimeon@iiif_io
http://ddmal.github.io/diva.js/try/iiif-highlight-pages/47
Klokan Tech Georeferencer
Ben AlbrittonMike ApplebyTom CramerJon StroopRob SandersonStu SnydmanSimeon WarnerIIIF.io@bla222@mikeapps@tcramer@jpstroop@azaroth42@stusnydman@zimeon@iiif_io
Working at Scale
https://purl.stanford.edu/hs631zg4177
Ben AlbrittonMike ApplebyTom CramerJon StroopRob SandersonStu SnydmanSimeon WarnerIIIF.io@bla222@mikeapps@tcramer@jpstroop@azaroth42@stusnydman@zimeon@iiif_io
https://purl.stanford.edu/hs631zg4177http://library.stanford.edu/blogs/digital-library-blog/2015/11/adventures-oversized-imaging-digitizing-omi-kuni-ezu-jin-jiang
Omi Kuni-ezu Japanese tax map from 1837. Drawn in the round; one is meant to stand in the center and then read it in any direction one facesNo longer possible with fragile, nearly 200-year old artifact
The map measures 11x17Wayne is 64
The scanned map is34,342 x 22,939 pixels787.8 mega pixels1.27 GB file size Composite of 158 individual images
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What's in it for Me?
Ben AlbrittonMike ApplebyTom CramerJon StroopRob SandersonStu SnydmanSimeon WarnerIIIF.io@bla222@mikeapps@tcramer@jpstroop@azaroth42@stusnydman@zimeon@iiif_io
Three things: 1.) APIs2.) growing suite of compatible software3.) community of adopters50
1.) Rich Image DeliveryFast, rich zoom & pan delivery of images, with options for size, scale, region of interest, rotation, quality and format.
2.)Plug and Play SoftwareUse any IIIF-compatible software for viewing, comparing and manipulating images from any IIIF-compatible site. Swap parts of the stack at any time, or run multiple components in parallel at once. Benefits
Ben AlbrittonMike ApplebyTom CramerJon StroopRob SandersonStu SnydmanSimeon WarnerIIIF.io@bla222@mikeapps@tcramer@jpstroop@azaroth42@stusnydman@zimeon@iiif_io
3.) Publish Once, Reuse OftenDeliver images from your own site for manifold uses; host a single copy and let others embed. Obviate the need to transfer images to other for local loading, processing or delivery.
4.)Remix ContentAssemble and use image-based resources from across the Web, regardless of source. Compare pages, build an exhibit, or create a virtual collection of items from different sites. Benefits
Ben AlbrittonMike ApplebyTom CramerJon StroopRob SandersonStu SnydmanSimeon WarnerIIIF.io@bla222@mikeapps@tcramer@jpstroop@azaroth42@stusnydman@zimeon@iiif_io
5.) Cite & ShareIIIF APIs give long-term, portable views onto images or any regions of an image. Cite an image with confidence, or share it for reference by othersor yourself in a different environment.
6.)Annotation-friendlyNative compatibility with the W3C annotation working groups model, Open Annotation. Comment on, transcribe, mark up and more any image-based resource using the Webs architecture. Benefits
Ben AlbrittonMike ApplebyTom CramerJon StroopRob SandersonStu SnydmanSimeon WarnerIIIF.io@bla222@mikeapps@tcramer@jpstroop@azaroth42@stusnydman@zimeon@iiif_io
7.) Support for Attribution & Access ControlBuilt in API calls support attribution and access control.
8.)Join a Global NetworkJoin a worldwide network of image suppliers making content available in a common framework. Tap a growing suite of software tools and platforms. Maximize the use of your images on the Web. Unlock new potential with interoperability. Benefits
Ben AlbrittonMike ApplebyTom CramerJon StroopRob SandersonStu SnydmanSimeon WarnerIIIF.io@bla222@mikeapps@tcramer@jpstroop@azaroth42@stusnydman@zimeon@iiif_io
1) Rich image delivery2) Plug and play server and client software3) Publish once, reuse often4) Remix content from others5) Cite and share6) Annotation-friendly7) Support for attribution and access control8) Join a global networkBenefits
Ben AlbrittonMike ApplebyTom CramerJon StroopRob SandersonStu SnydmanSimeon WarnerIIIF.io@bla222@mikeapps@tcramer@jpstroop@azaroth42@stusnydman@zimeon@iiif_io
Why IIIF (in 140 Characters or Less)
Ben AlbrittonMike ApplebyTom CramerJon StroopRob SandersonStu SnydmanSimeon WarnerIIIF.io@bla222@mikeapps@tcramer@jpstroop@azaroth42@stusnydman@zimeon@iiif_io
What Is an Interoperable Resource?DiscoverableViewable via APIsInteractive and Manipulable (for tools, analytics)Citable / ShareableMash Up-ableAnnotation-readyWith attribution, license and links (back to the image in local context)
Ben AlbrittonMike ApplebyTom CramerJon StroopRob SandersonStu SnydmanSimeon WarnerIIIF.io@bla222@mikeapps@tcramer@jpstroop@azaroth42@stusnydman@zimeon@iiif_io
Photo: Jeffrey Emanuel Thanks to Harvards Fogg Museum and Rashmi SinghalNew Possibilities
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Here is how Harvard has envisioned IIIF might enable new forms of research and scholarship. What can you imagine for the future for exposing content, new applications and compelling use cases? 58
@iiif_io@tcramer
Ben AlbrittonMike ApplebyTom CramerJon StroopRob SandersonStu SnydmanSimeon WarnerIIIF.io@bla222@mikeapps@tcramer@jpstroop@azaroth42@stusnydman@zimeon@iiif_io
http://projectmirador.org/demo/#347d4952-871e-414d-94a3-66e148b5c999http://parker.stanford.edu/parker/actions/page_turner.do?ms_no=2IIhttp://collections.stanford.edu/images/bin/detail?cid=413&fn=159