What is Human-in-the-Loop Machine Learning Why & How HITL Used in AI
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This is the blog post by Cogito explain about the Human in the loop machine learning. The readers here will get to know how HTIL used in AI, why and when human in the loop in used in machine learning. It is also explaining about the different types of data labeling service used under human in the loop. The blog post also point out why human-in-the-loop services by Cogito can provide the best quality training data.
Human in the loop in machine learning is used to create the training data for AI models developed through labeled datasets for supervised learning. The definition of human in the loop is also defined here with set of examples to make it clear why, how and when the HTIL is used in machine learning to create the high-quality datasets for computer vision AI models.
Cogito also provides the AI-assisted data labeling service utilizing the concept of human in the loop machine learning and produce the human-powered annotated datasets at very affordable cost. Cogito works with team of highly skilled annotators to annotate the different types of images and make the different types of objects recognizable to machines through computer vision algorithms.