An image capturing method includes: obtaining a video frame during capturing images through a camera; extracting a target histogram feature based on the video frame; inputting the target histogram feature into an image quality recognition model which is used to determine whether an image is fuzzy based on a histogram feature, and outputting an image quality recognition result of the video frame; and in response to the image quality recognition result indicating that the video frame is fuzzy, prompting the user to clean the camera.