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The role of image data annotation Image data annotation has promoted the rapid development of computer vision. With the commercialization of various image detection and recognition algorithms, the market has become more and more strict about the accuracy of image annotation. At the same time, different image annotations have also been derived for different application scenarios. method.  Ten Common Image Annotation Methods Image data annotation is an essential step in supervised machine learning tasks. Garbage In Garbage Out is a commonly used phrase in the machine learning community, which means that the quality of the training data determines the quality of the model. The same goes for annotations for data annotation. If you show a child a tomato and say it's a potato, the next time your child sees a tomato, he's likely to classify it as a potato. Since machine learning models learn in a similar way, by looking at examples, the results of the model depend on the lab...