chu-data-lab / GOGGLES

Automatic Training Data Generation with Affinity Coding

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GOGGLES

GOGGLES is a system for automatically generating probabilistic labels for image datasets based on the affinity coding paradigm. The paper can be found at https://arxiv.org/abs/1903.04552

The affinity coding paradigm

Installation

git clone https://github.com/chu-data-lab/GOGGLES.git
cd GOGGLES
pip3 install .

Example Usage

please refer to the tutorials in goggles/tutorials

cd goggles/tutorials/intro
jupyter-notebook

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Automatic Training Data Generation with Affinity Coding

License:MIT License


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Language:Jupyter Notebook 85.4%Language:Python 13.9%Language:Shell 0.7%