mAP (mean Average Precision) for Object Detection

IoU definition

AP

Precision-recall curve

Interpolated AP

AP (Area under curve AUC)

COCO mAP

Source
Source

More readings

Reference

--

--

--

Deep Learning

Love podcasts or audiobooks? Learn on the go with our new app.

Recommended from Medium

When Data Does not Lie

Semantic representation of neurochemical molecules — An unsupervised approach to predict drug…

Using Logistic Regression to Forecast Supreme Court Decisions with R

Hacking Chess with Decision Making Deep Reinforcement Learning

Labeling Data with Haystack Annotation Tool

What I’ve Learned In 2 Year 9 Month as A Data Engineer

NFT: COVID-19 The Deadliest Disease In American History

Get the Medium app

A button that says 'Download on the App Store', and if clicked it will lead you to the iOS App store
A button that says 'Get it on, Google Play', and if clicked it will lead you to the Google Play store
Jonathan Hui

Jonathan Hui

Deep Learning

More from Medium

Good Sources to Learn CNNs, CapsNet, ViT, and GNNs — 1

Object Detection using R-CNN

Image Super resolution using Convolutional Neural networks- Review and summary.

Introduction to Deep Learning Object Detection.