Tramontano, Andrea Gaetano (2019) Deep Learning Networks for Real-time Object Detection on Mobile Devices. [Magistrali biennali]
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The Activis works to provide a practical help for visual impaired people, developing an Android application to navigate in indoor environment. The need for an Object Detection model for this purpose is clear. In this thesis work are proposed and analyzed the performances of two models: SSD-Lite with Mobilenet V2 and Tiny-DSOD. It is also proposed a new dataset called Office dataset, useful to test the two algorithms.
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