Allgemeine Informationen

Veranstaltungsname	Studienprojekt: Study Project: Product identification from images and videos
Untertitel
Veranstaltungsnummer	8.3341
Semester	WiSe 2017/18
Aktuelle Anzahl der Teilnehmenden	13
Heimat-Einrichtung	LE Cognitive Science
Veranstaltungstyp	Studienprojekt in der Kategorie Offizielle Lehrveranstaltungen
Erster Termin	Montag, 30.10.2017 10:00 - 12:00, Ort: 50/E04
Art/Form
Voraussetzungen	The ideal participant in this project has some background in machine learning and computer vision, and a basic knowledge of neural networks. Some experience with TensorFlow or a similar framework would be of additional benefit.
SWS	3
Sprache	Englisch
ECTS-Punkte	12

Lehrende

Räume und Zeiten

50/E04: Montag: 10:00 - 12:00, wöchentlich (13x)

Studienbereiche

Veranstaltungen > Cognitive Science > Master-Programm

Kommentar/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.

Studienprojekt: Study Project: Product identification from images and videos - Details