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Study Project: Product identification from images and videos

8.3341

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Beschreibung

The goal of this study project is to develop a computer vision system for product classification that can scale up to a huge number of classes. The ultimate goal would be the realization of a "Product Shazam" App, allowing to look up product information based on a single snapshot.

In the project, we will focus on deep learning techniques, like convolutional and recurrent neural networks. We will analyze recent developments in the field, evaluate selected approaches and check
their potential for the envisioned system. Based on this analysis, we will develop a prototype system and test it on a real data set.

The project will be conducted in cooperation with a partner from local industry, who can provide a large set of training data and an existing system for baseline evaluation, as well as project management tools. Trainings on the relevant topics can be provided on demand.

Weitere Angaben

Ort: 50/E04
Zeiten: Mo. 10:00 - 12:00 (wöchentlich)
Erster Termin: Montag, 30.10.2017 10:00 - 12:00, Ort: 50/E04
Veranstaltungsart: Studienprojekt (Offizielle Lehrveranstaltungen)
Sprache: 3
ECTS-Punkte: 12