This disclosure provides a method, apparatus, electronic device, and storage medium for searching illustration titles. The method includes: inputting an image to be identified into a pre-trained lightweight image recognition model to obtain an image recognition result; if the image recognition result indicates that the image to be identified is a title image, inputting the image to be identified into a pre-trained title image
feature extraction model to obtain a first title
feature vector; performing a
title search in a title
database based on the title
feature vector to obtain a first
title search result and returning the first
title search result; if the image recognition result indicates that the image to be identified is not a title image, returning a prompt message indicating that the image to be identified is not a title image. This solution enables the title search
system to recognize non-title images, and the use of a lightweight image recognition model helps improve recognition efficiency.