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Enhancing Datasets with GANs for Data Augmentation
Disharth Thakran
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Aug 28, 2023
In the dynamic realm of machine learning, the quest for diverse and extensive datasets is unceasing. Enter the realm of data augmentation – a technique that breathes new life into training data by introducing variations and complexities. But there’s a groundbreaking approach that takes data augmentation to the next level – Generative Adversarial Networks (GANs). This article delves into the art of using GANs to enrich datasets. Discover how GANs not only amplify dataset size but also inject realism and diversity, propelling your models towards unprecedented levels of performance. Join us on this journey through tools, techniques, and insights, as we unlock the potential of GANs for Data Augmentation.
