Methodology for Evaluating the Generalization of ResNet

Convolutional neural networks (CNNs) have achieved promising results in many tasks, and evaluating the model’s generalization ability based on the trained model and training data is paramount for practical applications. Although many measures for evaluating the generalization of CNN models have been...

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Bibliographic Details
Published in:Applied Sciences
Main Authors: Anan Du, Qing Zhou, Yuqi Dai
Format: Article
Language:English
Published: MDPI AG 2024-05-01
Subjects:
generalization evaluation
ResNet
convolutional neural network (CNN)
class activation map (CAM)
Online Access:https://www.mdpi.com/2076-3417/14/9/3951

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