KLASIFIKACIJA SLIKA PRIMENOM FASTAI BIBLIOTEKE

Jovana Antić

doi:10.24867/08BE13Antic

Electrotechnical and Computer Engineering

Vol. 35 No. 06 (2020): Proceedings of the Faculty of Technical Sciences

CLASSIFICATION OF IMAGES USING FASTAI LIBRARY

Jovana Antić

08BE13Antic.PDF (Serbian)

DOI:: https://doi.org/10.24867/08BE13Antic
Submitted: October 31, 2019
Published: 2020-05-26

Abstract

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