Our dedication to a diverse and inclusive community is ingrained in our hiring practices. Reasonable accommodations will be given for any applicant with a handicap at each level of the recruiting process. We are accepting applications from people interested in working flexibly. We especially encourage submissions from males, since this demographic is underrepresented at Queen Mary.
ABSTRACT
This article describes a technique for one-shot logo identification that utilizes a Siamese neural network (SNN) integrated with a pre-trained model that has been fine-tuned on a difficult logo dataset. While the model is fine-tuned using logo pictures, the training and testing datasets do not include any classes that overlap; hence, all classes used to test the one-shot recognition framework stay hidden throughout the fine-tuning process. The recognition method is normal for SNNs, in which each sister network encodes a pair of input pictures. Following that, the encoded outputs for each picture are evaluated against a learned metric and thresholded to identify matches and mismatches. The suggested technique achieves a 77.07 percent accuracy when used with the QMUL-OpenLogo dataset's one-shot limitations. The source code for oneshot siamese is available at https://github.com/cjvargasc/oneshot siamese/.
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The main Mile End campus has the faculties of humanities and social sciences, science and engineering, the Queens' Building, the college library, the student union, Draper's bar and club, many eateries, a number of housing halls, and a gym. Within the Mile End campus are the Arts Research Centre, Computer Science, the big Engineering building, the G.E. Fogg Building, the Francis Bancroft Building, the G. O. Jones Building, the Joseph Priestley Building, the Lock-Graduate keeper's Centre, and the Mathematical Science Building. [32] [33] The Octagon is housed in the Grade II-listed Queens' Building. The Octagon was originally the Queen Mary University of London library, having been built in 1887. It was created by ER Robson and was inspired by the Reading Room at the British Museum. In 2006, "brightly colored leather bound volumes" and "busts of prominent literati peering down from the stunning high domed ceiling" were repaired and reintroduced to the bookshelves. [34]
