Essays about: "George Albert Florea"

Found 2 essays containing the words George Albert Florea.

  1. 1. Deep Learning Models for Human Activity Recognition

    University essay from Malmö universitet/Fakulteten för teknik och samhälle (TS)

    Author : George Albert Florea; Filip Weilid; [2019]
    Keywords : ANN; Deep learning; DL; human activity recognition; ResNet; VGG16; Inception V3; transfer learning; ImageNet; Keras; AMI; Augmented Multi-party Interaction; LSTM; RCNN; CNN; RGB colored images; audio spectrograms; Neural Network;

    Abstract : AMI Meeting Corpus (AMI) -databasen används för att undersöka igenkännande av gruppaktivitet. AMI Meeting Corpus (AMI) -databasen ger forskare fjärrstyrda möten och naturliga möten i en kontorsmiljö; mötescenario i ett fyra personers stort kontorsrum. READ MORE

  3. 2. Validation of topology evolution in artificial neural networks

    University essay from Lunds universitet/Beräkningsbiologi och biologisk fysik - Genomgår omorganisation

    Author : George Albert Florea; [2014]
    Keywords : TWEANN; overtraining; ANN; MLP; topology; topology evolution; classification problem; Pima Indian dataset; Physics and Astronomy;

    Abstract : There is a problem with overtraining when applying Artificial Neural Networks to a classification problem. One factor that strongly influences the overtraining is the network topology. Understanding the role of the network topology is therefore important to enable the creation of more efficient Artificial Neural Networks.. READ MORE