Essays about: "cnn"

Showing result 6 - 10 of 649 essays containing the word cnn.

1. 6. CNN-LSTM architecture for predicting hazardous driving situations

   University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

   Author : Noomi Lindblad; Stefani Platakidou; [2023-10-05]
   Keywords : Data science; Machine learning; LSTM; CNN; Vehicle data; Hazardous driving situation; Deep learning;

   Abstract : This study aims to investigate how a CNN-LSTM model can be used together with recorded vehicle data from trucks and external weather data in order to predict a hazardous driving situation. The dataset consists of three-second-long driving snippets from customer and development trucks registered within Europe. READ MORE

3. 7. Implementations and evaluation of machine learning algorithms on a microcontroller unit for myoelectric prosthesis control

   University essay from Lunds universitet/Avdelningen för Biomedicinsk teknik

   Author : Jonathan Benitez; [2023]
   Keywords : microcontroller; deep learning; artificial neural network; electromyography; myoelectric prosthesis; Technology and Engineering;

   Abstract : Using a microcontroller unit to implement different machine learning algorithms for myoelectric prosthesis control is currently feasible. Still there are hardware and timing constraints that need to be accounted for. READ MORE

4. 8. The Abortion Debate in the U.S. Media : A Critical Discourse Analysis of the Abortion Debate within two prominent U.S. News Outlets Leading Up to and Following the Overturn of Roe v. Wade

   University essay from Malmö universitet/Institutionen för konst, kultur och kommunikation (K3)

   Author : Merle von der Hülst; [2023]
   Keywords : U.S. media; abortion; Roe v. Wade; Fox News; CNN; Hegemony; Critical Discourse Analysis; Frame Analysis; Media Bias;

   Abstract : The aim of this study is to analyze whether any media bias and framing can be observed in the U.S. news reporting surrounding the topic of the abortion debate. And if yes, how they are being presented to their respective audiences. READ MORE

5. 9. Neural Network-based Anomaly Detection Models and Interpretability Methods for Multivariate Time Series Data

   University essay from Stockholms universitet/Institutionen för data- och systemvetenskap

   Author : Deepthy Prasad; Swathi Hampapura Sripada; [2023]
   Keywords : multivariate - time series; anomaly detection; neural networks; autoencoders; interpretability; counterfactuals;

   Abstract : Anomaly detection plays a crucial role in various domains, such as transportation, cybersecurity, and industrial monitoring, where the timely identification of unusual patterns or outliers is of utmost importance. Traditional statistical techniques have limitations in handling complex and highdimensional data, which motivates the use of deep learning approaches. READ MORE

6. 10. ANOMALY DETECTION FOR INDUSTRIAL APPLICATIONS USING COMMODITY HARDWARE

   University essay from Mälardalens universitet/Akademin för innovation, design och teknik

   Author : John Moberg; Jonathan Widén; [2023]
   Keywords : Computer Vision; Anomaly Detection; Single Board Computer; Embedded systems;

   Abstract : As the Automotive industry is heavily regulated from a quality point of view, excellence in pro-duction is obligatory. Due to the fact that removing human error from humans is impossible, new solutions must be found. READ MORE