Haku
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Classifying non-small cell lung carcinoma in histological images using a convolutional neural network
(2019)
Pro gradu -tutkielma
Pro gradu -tutkielma
The purpose of this Master’s thesis was to teach a convolutional neural network to recognize non-small cell lung cancer from whole slide images (WSI) and to separate regions of interest from other tissue. IHC fluoro-chro ...
Automating CAD assembly constraints using supervised deep learning
(2021)
Diplomityö
Diplomityö
Assembly constraints determine the relative position and allowed movements between CAD models in assemblies, which are an integral part of computer aided design. They comprise both the expertise of CAD designers and ...
Tablature Notation from Monophonic Guitar Audio Using CNN
(2023)
Pro gradu -tutkielma
Pro gradu -tutkielma
Automatic Music Transcription for instruments with fretboards, such as the guitar, involves transcribing audio into either standard notation or tablature notation. Tablature notation provides a one-to-one mapping between ...