FedVision : an online visual object detection platform powered by federated learning

• Main Authors: Liu, Yang, Huang, Anbu, Luo, Yun, Huang, He, Liu, Youzhi, Chen, Yuanyuan, Feng, Lican, Chen, Tianjian, Yu, Han, Yang, Qiang
• Other Authors: School of Computer Science and Engineering
• Format: Conference or Workshop Item
• Language: English
• Published: 2020
• Subjects: Engineering::Computer science and engineering; Visual Object Detection; Artificial Intelligence
• Online Access: https://hdl.handle.net/10356/144326
• Institution: Nanyang Technological University

Visual object detection is a computer vision-based artificial intelligence (AI) technique which has many practical applications (e.g., fire hazard monitoring). However, due to privacy concerns and the high cost of transmitting video data, it is highly challenging to build object detection models on...