Persons at STU
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Basic information about a final thesisAdditional informationAdditional information about the final thesis follows. Click on the language link to display the information in the desired language.
|Language of final thesis:||Slovak|
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|Title of the thesis:||Visualization of Neural Networks|
|Summary:||This bachelor’s thesis deals with theme of visualization of neural networks, which are important tool in field of deep learning. Neural networks are complex computing models consisting of high number of individual layers and
neurons. Right because of their complexity and huge size it is very difficult to design these models correctly, or to specify where has mistake occurred in the training process. In this thesis we try to create tool, which can help people working with neural networks with designing new models and which can make the process of debugging simpler. Solution designed by us works with neural networks, which are able to recognize images. Our solution deals with visualization of propagation of input layer throught individual layers of neural network and visualization of activations on individual layers of neural network. Besides that, our solution provides simple view of architecture of neural network. User is able to visualize his own model of neural network and interact with single visualizations. Solution designed and implemented
by us is independent tool, which is not connected with another exiting tools
|Key words:||Visualization, Neural Networks, Deep Learning|
To display the final thesis assignment form click on the Display the final thesis assignment form icon. The following icons - Final thesis, Thesis appendices, Supervisor's review, Opponent's review - relate to the final thesis and can be downloaded. They could be displayed on condition they have been inserted and are available publicly.Parts of thesis with postponed release:
|–||Final thesis (final thesis appendices) unlimited|
|–||Reviews for final thesis unlimited|