Run python3 data/batch_download_zips.py to download and unzip all the training data. Also download Data_Entry_2017_v2020.csv to get the labels for the training data.
To train, run python3 train.py
To evaluate metrics, run python3 test.py --data_dir data --model_dir model/{model_name}.pt --dataset {train|test|valid}
My results are shown in the results folder. I mainly trained two different models to completion, one was more complex and reached 99% training accuracy but overfit and got 60% on validation accuracy. The other model was less complex but only reached 75% training accuracy and got 65% on validation accuracy.