Abstract: Class imbalance significantly hampers recognition accuracy in image classification, which is particularly prevalent in special field datasets. Traditional methodologies addressing imbalance, ...

Or, why the software supply chain should be treated as critical infrastructure with guardrails built in at every layer.

Abstract: Deep convolutional neural networks (CNNs) have proven their effectiveness and are widely acknowledged as the dominant method for image classification. However, their lack of explainability ...