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Abstract: Image analysis based on biological morphological differences is an important development direction for classification and determination of planktonic algae. However, it has some shortages, ...

Abstract: Accuracy assessment is essential in all image classification-related fields, ranging from molecular imaging to earth observation. However, existing accuracy metrics are too sensitive to ...

For the classification and zoning study of crops at Jianshan Farm, data were acquired by integrating Sentinel-2 optical satellite imagery with Sentinel-1 radar satellite imagery. Different crop ...

Hai L. Vu is a Professor and the recipient of the Australian Research Council (ARC) Future Fellow Award (2012-2016) in the area of Intelligent Transport Systems (ITS). He joined Monash University in ...

The Energy MLP Classification Standard (EMCS) categorizes energy infrastructure companies based on their primary source of ...

Medical artificial intelligence (AI) faces a fundamental challenge: uncertainty quantification. Artificial neural networks ...

Joint first authors with equal contribution.

Catalyst is a PyTorch framework for Deep Learning Research and Development. It focuses on reproducibility, rapid experimentation, and codebase reuse so you can create something new rather than write ...

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