Slim-neck by GSConv: A better design paradigm of detector architectures for autonomous vehicles

This work introduces a new method, GSConv, to lighten the model but maintain the accuracy, and provides a design paradigm, slim-neck, to achieve a higher computational cost-effectiveness of the detectors.