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This article provides an overview of the G2Net Detecting Continuous Gravitational Waves Kaggle competition. The goal of the competition is to develop a model that can accurately detect and classify long-lasting gravitational-wave signals by rapidly spinning neutron stars within noisy data. The article provides an overview of the problem statement, dataset, and approach to developing a simple baseline model for the competition.