i am currently working on image classification of artworks from this site https://www.kaggle.com/ikarus777/best-artworks-of-all-time and following the tutorial from this site https://towardsdatascience.com/https-medium-com-drchemlal-deep-learning-tutorial-1-f94156d79802 .
When i follow this step
learn = cnn_learner(data, models.resnet34, metrics=accuracy)
And later this step
I get a lot of losses and my accuracy is really low.
epoch train_loss valid_loss accuracy time 0 3.567351 3.466197 0.216014 05:01 1 3.134228 3.169943 0.229263 05:25
After reviewing the code i have become unsure whether if i am using the right classification algorithm or not.How do i avoid getting big losses and raise the accuracy of the model?