AI + image-based data

street view image street view image
street view image
Combined with AI techniques to extract and categorize the visual elements in the images, the categorization results enabled this study to determine the diversity of urban vibrancy across different subcategories.
Remote Sensing
Remote Sensing
Combined with AI techniques to extract and categorize the visual elements in the images, the categorization results enabled this study to determine the diversity of urban vibrancy across different subcategories.
social media image social media image
social media image
Combined with AI techniques to extract and categorize the visual elements in the images, the categorization results enabled this study to determine the diversity of urban vibrancy across different subcategories.
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