Data of Human Rights Archive
There are 3050 train images from 8 human rights violations categories and one 'no violation' category in the HRA, which are used to train the Human-Rights-Archive-CNNs.
The validation set can automatically be set in Keras by setting validation_split argument in model.fit accordingly. There are 30 images per category in the testing set.