Siamese Networks for One-Shot Learning and Similarity Tasks
In the rapidly evolving landscape of machine learning, traditional deep learning approaches often require vast amounts of labeled data to achieve meaningful performance. However, many real-world scenarios present us with limited training examples, making conventional methods impractical. This is where Siamese Networks emerge as a powerful solution, specifically designed to excel in one-shot learning and … Read more