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Scaling Up: Learning Large-Scale Recognition Methods from Small-Scale Recognition Tasks.
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This holds promise toward a practical large scale recognition system.
Based on this framework we can integrate multiple features and design embeddings for large scale recognition directly in the scene-level space.
In the world of machine vision, the equivalent goal is to win the ImageNet Large-Scale Visual Recognition Challenge.
Teams entering the annual ImageNet Large-Scale Visual Recognition Challenge have to design systems that can classify over a million photographs showing a thousand different types of object.
The existence of large-scale structural recognition factors in TM helices that facilitate the low-resolution match have been determined.
Then there are those who – if they don't fail entirely – amass an array of glowing reviews that never translate into large-scale public recognition, and end up with that poisoned chalice of a tag, the "critics' favourite".
The system has been rolled out for Florida's Department of Highway Safety and Motor Vehicles (DHSMV) and is designed to provide a large-scale facial recognition and record adjudication system in order to detect possible identity fraud and duplicate records in the agency's driver license database.
ImageNet Large-Scale Visual Recognition Challenge.
In [21], exemplar-based word-level features were investigated for large-scale speech recognition.
My current research focuses include: 1) large-scale image recognition, 2) few-shot learning, and 3) semi-supervised learning.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com