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An Implementation of Attribute Label Embedding (ALE) Method for Zero Shot Learning

License: MIT License

Python 10.43% Shell 2.70% Jupyter Notebook 86.87%

weakly-supervised-learning zero-shot-learning attribute-label-embedding transfer-learning computer-vision pytorch

attribute-label-embedding's Introduction

attribute-label-embedding

An Implementation of Attribute Label Embedding (ALE) Method for Zero Shot Learning

Requirements

python==3.6.9
pip install -r requirements.txt

Instructions

Download missing resnet features of the dataset that you are planning to use, from the website under proposed splits link. Place downloaded features in corresponding directory under "./datasets".
Run corresponding "./datasets/prepareDATASETNAME.ipynb" script to prepare data for use.
Run corresponding "bash scripts/run_DATASETNAME.sh" command to train ALE method.

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