transfer_datasets/README.md

Datasets

Download the trasfer learning dataset from the below links,

• ImageNet-1k: https://image-net.org

• DTD: https://www.robots.ox.ac.uk/~vgg/data/dtd/

• CUBirds: http://www.vision.caltech.edu/datasets/cub_200_2011/ (no longer working: http://www.vision.caltech.edu/visipedia/CUB-200-2011.html)

• VGG Flower: https://www.robots.ox.ac.uk/~vgg/data/flowers/102/

• Traffic Signs: https://benchmark.ini.rub.de/gtsdb_dataset.html

• Aircraft: https://www.robots.ox.ac.uk/~vgg/data/fgvc-aircraft/

and put them under their respective paths, e.g., '../data/DTD'.

Training and linear evaluation

All training and linear evaluation commands are provided in main.sh in the folder corresponding to the model.