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Understanding the Training of Generative Adversarial Networks (GANs)
Introduction Generative Adversarial Networks, or GANs, have revolutionized the field of machine learning, especially in tasks related to image generation, style transfer, and more. Developed by Ian Goodfellow and his colleagues in 2014, GANs have emerged as a powerful tool for generating realistic images, deepfakes, and artistic creations. In this blog post, we’ll delve into…
Natural Language Processing – Part 2: Delving into Text Vectorization
In the first part of our exploration into Natural Language Processing (NLP), we touched on how smart devices and applications leverage NLP techniques to understand human language. We highlighted the challenges inherent in this process, like the semantic complexity of natural language and the ambiguity arising from cultural and temporal differences. We also introduced Machine…
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