Car Emotion Labeling Based on Color-SSL Semi-Supervised Learning Algorithm by Color Augmentation

• Published in: International journal of intelligent systems Vol. 2023; no. 1
• Main Authors: Guo, Zhuen, Lin, Li, Liu, Baoqi, Zhang, Li, Chang, Kaixin, Li, Lingyun, Jiang, Zuoya, Wu, Jinmeng
• Format: Journal Article
• Language: English
• Published: New York Hindawi 2023; John Wiley & Sons, Inc
• Subjects: Accuracy; Algorithms; Attitudes; Automobiles; Color; Consumers; Data augmentation; Datasets; Design; Efficiency; Emotional factors; Emotions; Energy consumption; Globalization; Intelligent systems; Labeling; Machine learning; Product differentiation; Semi-supervised learning; Training

In the era of emotional consumption, it has become a hot topic that commodities meet consumers’ emotional needs. As a necessity of life, the car also needs to meet the needs of consumers. To achieve that consumers can purchase cars according to their emotional needs, we need to label cars with emoti...