2 papers
cs.AI2020
Accelerating Road Sign Ground Truth Construction with Knowledge Graph and Machine Learning
Ji Eun Kim, Cory Henson, Kevin Huang +2
Having a comprehensive, high-quality dataset of road sign annotation is critical to the success of AI-based Road Sign Recognition (RSR) systems. In practice, annotators often face…
cs.CV2019
DeepBbox: Accelerating Precise Ground Truth Generation for Autonomous Driving Datasets
Govind Rathore, Wan-Yi Lin, Ji Eun Kim
Autonomous driving requires various computer vision algorithms, such as object detection and tracking.Precisely-labeled datasets (i.e., objects are fully contained in bounding boxe…