Essays about: "data förprocessering"
Showing result 1 - 5 of 7 essays containing the words data förprocessering.
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1. Improving deep learning assistedfar-field electromagnetic sidechannelattacks on AES : Effects on attack efficiency from using additive noise and otherdata augmentation techniques
University essay from KTH/MekatronikAbstract : Profiled side-channel attacks on hardware implemented cryptographic algorithms have been a well-researched topic for the past two decades and many countermeasures against these attacks have been proposed and adopted by the industry. Recently, a new form of far field EM side channel called "screaming channel attacks" have been highlighted. READ MORE
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2. Object detection for autonomous trash and litter collection
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Trashandlitter discarded on the street is a large environmental issue in Sweden and across the globe. In Swedish cities alone it is estimated that 1.8 billion articles of trash are thrown to the street each year, constituting around 3 kilotons of waste. One avenue to combat this societal and environmental problem is to use robotics and AI. READ MORE
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3. API data gathering and structuring for machine learning and human use : Optimizing API data for both financial machine learning and being easy to read and use by the end user
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : This thesis looks into how to implement an abstraction layer between transaction data gathered from Revised Payment Services Directive (PSD2) compliant banks via an Application Programming Interface (API) and a data base, with a human user interface for reading and structuring the data. API for data sources tend to not have a standardized structure and this creates a problem for machine learning. READ MORE
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4. Evaluation of transferability of Convolutional Neural Network pre-training with regard to image characteristics
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : This study evaluates the impact of pre-training on a medical classification task and investigates what characteristics if images affect the transferability of learned features from the pre-training. Cardiotocography (CTG) is a combined electronic measurement of the fetal heart rate (FHR) and maternal uterine contractions during labor and delivery and is commonly analyzed to prevent hypoxia. READ MORE
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5. Multi-speaker Speech Activity Detection From Video
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : A conversational robot will in many cases have todeal with multi-party spoken interaction in which one or morepeople could be speaking simultaneously. To do this, the robotmust be able to identify the speakers in order to attend to them. READ MORE
