Image classification is the task of assigning a label or class to an entire image. Images are expected to have only one class for each image. Image classification models take an image as input and return a prediction about which class the image belongs to.
Use Cases
Image classification models can be used when we are not interested in specific instances of objects with location information or their shape.

Keyword Classification
Image classification models are used widely in stock photography to assign each image a keyword.

Image Search
Models trained in image classification can improve user experience by organizing and categorizing photo galleries on the phone or in the cloud, on multiple keywords or tags.
About Image Classification
https://youtu.be/tjAIM7BOYhw
https://huggingface.co/tasks/image-classification