We were able to achieve an f1-score of 86.67% using the weighted cross entropy classes model. This included using augmented data. -data_directory = dataset directory path (expects there to be a 'Test' ...

Abstract: Cracks are important indicators of pavement structural and operational conditions. Early pavement crack detection and treatments can help extend pavement service life, reduce fuel ...

The benefit of video segmentation over single image segmentation is that temporal information can be ultilized to localize the appearence-challenging but semantic-consistent parts of an object. That ...

Abstract: I welcome you to the fourth issue of the IEEE Communications Surveys and Tutorials in 2021. This issue includes 23 papers covering different aspects of communication networks. In particular, ...