2026-10-13T17:22:23Z https://www.scidb.cn/oai

10.57760/sciencedb.13480 2024-09-18T10:40:59Z

2024-09-18 Partial Code Implementation for Artistic Style and Emotion Prediction Using CNN and Vision Transformers doi:10.57760/sciencedb.13480 en  This repository provides a partial implementation of the methods discussed in our paper, "Joint Prediction of Artistic Image Style Categories and Audience Emotions Based on CNN, ViT, and Multi-Task Learning." Due to confidentiality constraints, this repository includes only a subset of the full codebase. The available code illustrates the core principles and methodologies used to achieve joint predictions of artistic style and audience emotions. It includes preprocessing utilities, model configuration examples, and basic training routines. Preprocessing Scripts; Model Architecture Examples; Training and Evaluation Code Chan-he Yang PUBLIC https://creativecommons.org/publicdomain/zero/1.0/ dataset Science Data Bank