Essays about: "transfers learning"

Showing result 1 - 5 of 16 essays containing the words transfers learning.

1. 1. Exploring State-of-the-Art Machine Learning Methods for Quantifying Exercise-induced Muscle Fatigue

   University essay from Högskolan i Halmstad/Akademin för informationsteknologi

   Author : Abboud Afram; Danial Sarab Fard Sabet; [2023]
   Keywords : EMG; SEMG; STFT; CWT; SVM; CNN; GAN; DCGAN; BCE; SGD; deep learning; machine learning; muscle fatigue; DCGAN; spectrogram; CNN models; transfers learning; data augmentation; feature extraction;

   Abstract : Muscle fatigue is a severe problem for elite athletes, and this is due to the long resting times, which can vary. Various mechanisms can cause muscle fatigue which signifies that the specific muscle has reached its maximum force and cannot continue the task. READ MORE

3. 2. Digital transformation in the fashion industry - Understanding collaborative technology adoption

   University essay from KTH/Skolan för industriell teknik och management (ITM)

   Author : Klara Anderhagen Holmes; [2023]
   Keywords : Digital transformation; technology adoption; team technology adoption; technology implementations; 3D CAD in fashion design; team interaction; collaborative adoption; Digital transformation; teknikimplementering; teknikimplementering genom samarbete; 3D CAD i modeindustrin; team-interaktioner;

   Abstract : Digital transformation is changing the world with new technology being employed and changing how different industries approach their operations. The pressure of transformation is felt by the fashion industry, where the design process is changing through the use of new technology, such as 3D CAD systems for developing garments. READ MORE

4. 3. Extracting information about arms deals from news articles

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Fredrik Hernqvist; [2022]
   Keywords : Natural Language Processing; Machine Learning; Deep Learning; BERT; ALBERT; Arms Transfers; Information Extraction; Behandling av naturliga språk; maskininlärning; djupinlärning; BERT; ALBERT; vapenaffärer;

   Abstract : The Stockholm International Peace Research Institute (SIPRI) maintains the most comprehensive publicly available database on international arms deals. Updating this database requires humans to sift through large amounts of news articles, only some of which contain information relevant to the database. READ MORE

5. 4. Adversarial Example Transferabilty to Quantized Models

   University essay from Linköpings universitet/Medie- och Informationsteknik; Linköpings universitet/Tekniska fakulteten

   Author : Ludvig Kratzert; [2021]
   Keywords : convolutional; neural; network; quantization; adversarial; perturbation; compression; machine; learning; security;

   Abstract : Deep learning has proven to be a major leap in machine learning, allowing completely new problems to be solved. While flexible and powerful, neural networks have the disadvantage of being large and demanding high performance from the devices on which they are run. READ MORE

6. 5. A European solution for Text and Data Mining in the development of creative Artificial Intelligence : With a specific focus on articles 3 and 4 of the Digital Signel Market Directive

   University essay from Stockholms universitet/Juridiska institutionen

   Author : Kristina Christensen; [2021]
   Keywords : Copyright; Related Rights; Sui generis database right; Digital Single Market Directive; Text and Data Mining; Exceptions and Limitations; Artificial Intelligence.;

   Abstract : In today’s data-driven society, also called the Fourth Industrial Revolution, Text and Data Mining (TDM) has become an essential tool in managing the booming Big Data in its different sizes and forms. It is also an inherent part of AI research using machine learning, where these techniques highly depend on datasets derived from TDM to self-learn and to make autonomous decisions. READ MORE