The AI cartoonization tool utilizes advanced science and technology, employing extensive data collection and preprocessing to ensure that the cartoon image dataset aligns stylistically with the photographic dataset, encompassing corresponding character features and cartoon elements. The training model continuously adjusts parameters to enhance performance. This tool can cartoonize not only faces but also landscapes and objects, reducing designers' workload while adding endless fun.