A Survey on Performance Metrics for Object-Detection Algorithms

This work explores and compares the plethora of metrics for the performance evaluation of object-detection algorithms. Average precision (AP),for instance, is a popular metric for evaluating the accuracy of object detectors by estimating the area under the curve (AUC) of the precision × recall relat...

Full description

Bibliographic Details

Published in:	International Conference on Systems, Signals, and Image Processing (Online) pp. 237 - 242
Main Authors:	Padilla, Rafael, Netto, Sergio L., da Silva, Eduardo A. B.
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.07.2020
Subjects:	average precision Benchmark testing bounding boxes Detectors Interpolation Measurement Object detection object-detection challenges object-detection metrics
ISSN:	2157-8702
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!