Abstract: Disclosed in embodiments of the present disclosure are an image processing method and apparatus, a device, a storage medium and a program product. The image processing method includes: determining N text regions and M text pattern types of an image to be processed; rendering one or more text regions of the N text regions by using one or more text pattern types of the M text pattern types to obtain one or more first rendered images; inputting the one or more first rendered images into a scoring model to obtain scores of the one or more first rendered images; and determining a target image based on the scores of the one or more first rendered images.

Abstract: Embodiments of this disclosure discloses an image rendering method, an apparatus, a device, a storage medium, and a program product. The image rendering method includes processing an image to be rendered to determine a text area determining a target character style of text based on attribute information of the text area determining a target pattern style of text based on the image to be rendered; and rendering the image to be rendered based on the target character style of text and the target pattern style of text.

Abstract: The present application relates to the technical field of computers, and discloses a method and apparatus for generating a music file, and an electronic device and a storage medium. The method for generating a music file comprises: obtaining a first image; performing feature extraction on the first image to obtain a salient feature of the first image; mapping the salient feature to a musical instrument digital interface (MIDI) information coordinate system on the basis of the position of the salient feature in the first image, so as to determine MIDI information corresponding to the salient feature, the MIDI information coordinate system being used for indicating a correspondence between MIDI information and time; and generating a music file on the basis of the correspondence between the MIDI information and the time.

Abstract: The present application relates to the technical field of computers, and discloses a method and apparatus for generating a music file, and an electronic device and a storage medium. The method for generating a music file comprises: obtaining a first image; performing feature extraction on the first image to obtain a salient feature of the first image; mapping the salient feature to a musical instrument digital interface (MIDI) information coordinate system on the basis of the position of the salient feature in the first image, so as to determine MIDI information corresponding to the salient feature, the MIDI information coordinate system being used for indicating a correspondence between MIDI information and time; and generating a music file on the basis of the correspondence between the MIDI information and the time.