A Unified Interactive Model Evaluation for Classification, Object Detection, and Instance Segmentation in Computer Vision

Existing model evaluation tools mainly focus on evaluating classification models, leaving a gap in evaluating more complex models, such as object detection. In this paper, we develop an open-source visual analysis tool, Uni-Evaluator, to support a unified model evaluation for classification, object...

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Veröffentlicht in:IEEE transactions on visualization and computer graphics. - 1996. - 30(2024), 1 vom: 26. Jan., Seite 76-86
1. Verfasser: Chen, Changjian (VerfasserIn)
Weitere Verfasser: Guo, Yukai, Tian, Fengyuan, Liu, Shilong, Yang, Weikai, Wang, Zhaowei, Wu, Jing, Su, Hang, Pfister, Hanspeter, Liu, Shixia
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2024
Zugriff auf das übergeordnete Werk:IEEE transactions on visualization and computer graphics
Schlagworte:Journal Article