Image Classification Using Convolutional Neural Networks
Dao, Hung (2020)
2020
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Julkaisun pysyvä osoite on
https://urn.fi/URN:NBN:fi:amk-202001291690
https://urn.fi/URN:NBN:fi:amk-202001291690
Tiivistelmä
The objective of this thesis was to study the application of deep learning in image classification using convolutional neural networks.
The Python programming language with the TensorFlow framework and Google Colaboratory hardware were used for the thesis. Models were chosen from available ones online and adjusted by the author.
After the research, an accurate and performant model was developed and there is still room for further optimization.
The Python programming language with the TensorFlow framework and Google Colaboratory hardware were used for the thesis. Models were chosen from available ones online and adjusted by the author.
After the research, an accurate and performant model was developed and there is still room for further optimization.