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March 3, 2026
Open Access
Aǂmachine learning-based approach to cross-application of computer vision and visual communication design for automatic labelling and classification
SX
Shiqian Xiang
RG
Runze Gan
University of Cambridge
Puntos clave
Automatic labeling achieved through machine learning techniques enables quicker classification processes.
The study reports a significant increase in accuracy, with metrics showing improvement in labeling efficiency.
Assessment using a machine learning-based approach combines computer vision and visual design principles.
This highlights the potential for broader applications in design fields and automated workflows.
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Xiang et al. (Wed,) studied this question.
synapsesocial.com/papers/69a75fc5c6e9836116a2bb04
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Aǂmachine learning-based approach to cross-application of computer vision and visual communication design for automatic labelling and classification | Synapse