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Panasonic announced the development of HD AI Image Recognition AI with a new classification algorithm:

“Image recognition AI recognizes objects by classifying them into categories based on their appearance. However, there are many cases when even objects belonging to the same category, such as “train” or “dog”, are classified under subcategories such as “train type” or “dog breed”, having very different appearances. Furthermore, there are many cases in which the same object can appear to look different due to differences in shooting conditions such as orientation, weather, lighting, or background. It is important to consider how best to deal with such diversity in appearance. In order to improve the accuracy of image recognition, research to this point has been carried out with the aim of achieving robust image recognition that is not affected by diversity, and classification algorithms have been devised to find similarities within subcategories and features common to objects in a given category.”

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