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What is Class Imbalance Correction?

Class Imbalance Correction refers to the process of adjusting a dataset so underrepresented classes are more fairly and effectively reflected. This improves detection performance, generalization, and operational reliability.

Multimodal learning
Multimodal learning is an AI technique that integrates multiple types of data inputs, such as text, images, and audio, to improve model performance. It enhances AI applications in areas like medical diagnosis, autonomous systems, and interactive virtual assistants by enabling comprehensive contextual understanding.
Object Storage
Object storage refers to a scalable data storage architecture that manages data as objects rather than in hierarchical file systems. It is widely used for cloud storage, multimedia content, and unstructured data management due to its flexibility and efficiency.
Public data transmission service
Public data transmission service refers to networks and platforms that facilitate the secure exchange of publicly available data. These services enable governments, organizations, and researchers to access and share data while ensuring security, integrity, and interoperability.

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