Cycle-object consistency for image-to-image domain adaptation

• Main Authors: Lin, Che-Tsung, Kew, Jie-Long, Chan, Chee Seng, Lai, Shang -Hong, Zach, Christopher
• Format: Article
• Published: Elsevier 2023
• Subjects: QA75 Electronic computers. Computer science; TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://eprints.um.edu.my/38613/
• Institution: Universiti Malaya

Recent advances in generative adversarial networks (GANs) have been proven effective in performing do-main adaptation for object detectors through data augmentation. While GANs are exceptionally success-ful, those methods that can preserve objects well in the image-to-image translation task usually...