PhotoDoodle is a deep learning model focusing on artistic image editing. Trained on a small number of sample pairs, it can quickly achieve artistic editing of images. The core advantage of this technology lies in its efficient few-shot learning capability, which can learn complex artistic effects with only a small number of image pairs, providing users with powerful image editing functions. The model is developed based on a deep learning framework, has high flexibility and scalability, and can be applied to various image editing scenarios, such as artistic style transfer and special effects addition. Background information shows that the model was developed by the Show Lab team at the National University of Singapore, aiming to promote the development of artistic image editing technology. Currently, the model is provided to users through open source, and users can use and develop it based on their own needs.