PDF-Large Scale Image Annotations on AmazonMechanical Turk

Subhransu Maji Electrical Engineering and Computer SciencesUniversity of California at BerkeleyTechnical Report No UCBEECS201179httpwwweecsberkeleyeduPubsTechRpts2011EECS201179htmlJul. Berg Tamara L Berg University of North Carolina at Chapel Hill Stanford University Stony Brook University vicenteabergtlbergcsuncedu jdengstanfordedu ychoicsstonybrookedu Abstract Entry level categories the labels people will use to name an object RECOGNITION. does size matter?. Karen . Simonyan. Andrew . Zisserman. Contents. Why I Care. Introduction. Convolutional Configuration . Classification. Experiments. Conclusion. Big Picture. Why I . care. By. Chi . Bemieh. . Fule. August 6, 2013. THESIS PRESENTATION . Outline. . of. . today’s. presentation. Justification of the study. Problem . statement. Hypotheses. Conceptual. . framework. Research . Yunchao. Gong. UNC Chapel Hill. yunchao@cs.unc.edu. The problem. Large scale image search:. We have a candidate image. Want to search a . large database . to find similar images. Search the . internet. SIZE and Scale. Of The. Universe. What is your Cosmic Address?. Size and Scale of the Universe. # Street. City. State. Country. Continent. Hemisphere. . Planet. Orbit. Star?. …?. …. …. …. …. Entry-Level Categories. Vicente Ordonez, . Jia Deng, Yejin. . Choi, . Alexander C. Berg, Tamara L. Berg. What would you call this?. Dolphin. Grampus griseus. What would you call this?. Object. Organism. Fei-Fei. Li and Olga Russakovsky. Refernce. to paper, photos, vision-lab, . stanford. logos. Olga . Russakovsky. ,. . Jia. . Deng, . Zhiheng. Huang, . Alex . Berg, Li . Fei. -. Fei. Detecting avocados to zucchinis: what have we done, and where are we going? ICCV 2013 . (or, “Mistakes Requesters Make”). Adam D. Bradley. abradley@amazon.com. What is Mechanical Turk?. Amazon Mechanical Turk is a marketplace for work. . Feedback. Mechanical Turk provides a set of primitives . Techniques in . Ryse. : Son of Rome. Nicolas Schulz. Senior Rendering Engineer. Theodor Mader. Rendering Engineer. Ryse. Rendering Challenges. Major launch title for Xbox One. Visual leap expected for launch title on new platform. Entry-Level Categories. Vicente Ordonez, . Jia Deng, Yejin. . Choi, . Alexander C. Berg, Tamara L. Berg. What would you call this?. Dolphin. Grampus griseus. What would you call this?. Object. Organism. Stephen Smith. Bible Gateway. May 2, 2015. Premises. Current Bible software is optimized for continuous reading, which doesn’t match how a sizable fraction of people approach the Bible.. People do lots of other things with the Bible than study it, and the digital library metaphor doesn’t accommodate these uses.. Entry-Level Categories. Vicente Ordonez, . Jia Deng, Yejin. . Choi, . Alexander C. Berg, Tamara L. Berg. What would you call this?. Dolphin. Grampus griseus. What would you call this?. Object. Organism. COST Functional Modeling . Workshop. 22-24 April, Helsinki. Large Datasets. RNASeq. data sets and etc.:. large data sets. often there is little functional information available. m. any enrichment analysis tools will not accept large gene lists. and Projects . Big Data . Applications and Generalizing . their Structure. I590 Data Science Curriculum. August 16 2014. Geoffrey Fox . gcf@indiana.edu. . . http://www.infomall.org. School of Informatics and Computing.