CLASSIFICATION OF IMAGES USING FASTAI LIBRARY
DOI:
https://doi.org/10.24867/08BE13AnticKeywords:
fastai, CNN, ResNet, learning rate, confusion matrixAbstract
The problem of image classification using CNN algorithm realize as part of fastai library is considered in this paper. It was requested to collect the data, train the model and display the results.
References
[1] Image Classification. Dostupno na:
https://www.sciencedirect.com/topics/computer-science/image-classification
[2] Rethinking the Inception Architecture for Computer Vision. Dostupno na:
https://arxiv.org/abs/1512.00567/
[3] Dictionary of computer vision and image processing.
[4] About Train, Validation and Test Sets in Machine Learning. Dostupno na:
https://towardsdatascience.com/train-validation-and-test-sets-72cb40cba9e7
https://www.sciencedirect.com/topics/computer-science/image-classification
[2] Rethinking the Inception Architecture for Computer Vision. Dostupno na:
https://arxiv.org/abs/1512.00567/
[3] Dictionary of computer vision and image processing.
[4] About Train, Validation and Test Sets in Machine Learning. Dostupno na:
https://towardsdatascience.com/train-validation-and-test-sets-72cb40cba9e7
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Published
2020-05-26
Issue
Section
Electrotechnical and Computer Engineering
