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Image Recognition API, Computer Vision AI During this period, a key development was the introduction of machine learning techniques, which allowed systems to 'learn' from a vast array of data and improve their accuracy over time. As machine learning and, subsequently, deep learning became more advanced, the role of data annotation in image recognition came to the forefront. A pivotal moment was the creation of large, annotated datasets like ImageNet, introduced in 2009. ImageNet, a database of over 14 million labeled