Automated grading of embroidery assignments: a multi-region deep learning framework with ResNet-50

Research from Zhejiang Chinese Medical University presents an automated grading system using ResNet-50 with multi-region aggregation to assess dental students'

View the full resource: https://bmcmededuc.biomedcentral.com/articles/10.1186/s12909-025-07828-x

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