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What is Upsampling?

Upsampling refers to increasing the resolution or quality of data, particularly in image processing and machine learning. It enhances model accuracy in tasks like super-resolution and data augmentation.

Self-supervised learning
Self-supervised learning is a machine learning approach where models learn patterns and features from unlabeled data without requiring human-labeled annotations. It is commonly used in natural language processing, computer vision, and representation learning to improve AI efficiency.
SDK
SDK refers to a Software Development Kit, a collection of tools, libraries, and documentation that developers use to build applications for specific platforms, operating systems, or frameworks.
Deepfake
Deepfake technology uses AI-driven generative models, such as GANs (Generative Adversarial Networks), to create hyper-realistic synthetic media, including images, videos, and voices. While deepfakes are used in entertainment and content creation, they also pose ethical challenges in misinformation, fraud, and identity security.