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Today, we will be discussing transfer learning, which involves cognition neural networks designed to classify various images. To learn more about transfer learning, it is advised to understand the concept of ImageNet. Every year, a competition called the ImageNet classification problem is held, where new neural networks are introduced to classify a thousand different images. Over the past six to seven years, several transfer learning concepts and algorithms have been developed.