The official implementation of Normalization Matters in Zero-Shot Learning.

To run the experiments you will first need to install firelab:

pip install firelab

To run ZSL experiments download the GBU datasets and preprocess them like in notebooks/awa2-feats.ipynb. Now, you can run the experiments with

firelab start configs/zsl.yml --config.dataset awa2

To run CZSL experiments, download SUN dataset and preprocess it with notebooks/sun-dataset-preprocessing.ipynb and CUB dataset. Next, you can run the experiments:

python src/run.py -c attrs_head --dataset sun