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One-Shot RecognitionPatrick Hynes - University of Central Floridahynes at knights.ucf.eduAdvisor: Dr. Marshall TappenWorked with Antonio Rodriguez |
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Project
The aim of our project was experimenting with One Example(shot) Category learning. We conducted experiments on a number of different datasets including, Caltech 101, Caltech 256, Youtube Dataset, etc. We applied our method for learning an intermediate representation for data which would allow us to best excentuate the example and the category or class it belongs to, so that we can only use one example of a new class to compare to new query images or videos. Bio I'm now a junior studying Computer Science at the University of Central Florida. I am also working on a math minor and am involved in the leadership of several clubs on campus. |
Presentations |