目标检测笔记

1. 目标检测的基本概念

目标检测的基本概念与原理 - 知乎 (zhihu.com)https://zhuanlan.zhihu.com/p/517553858

2. 公开数据集

2.1 PASCAL VOC

The PASCAL Visual Object Classes Homepage (ox.ac.uk)http://host.robots.ox.ac.uk/pascal/VOC/目标检测数据集PASCAL VOC简介 | arleyzhanghttps://arleyzhang.github.io/articles/1dc20586/目标检测数据集PASCAL VOC详解 - 知乎 (zhihu.com)https://zhuanlan.zhihu.com/p/362044555

2.2 MS COCO

MS COCO Dataset | Papers With Codehttps://paperswithcode.com/dataset/cocoCOCO - Common Objects in Context (cocodataset.org)https://cocodataset.org/AI数据集-MS COCO数据集介绍 - 知乎 (zhihu.com)https://zhuanlan.zhihu.com/p/688216999

3. 目标检测的性能指标

目标检测模型的评价指标(Acc, Precision, Recall, AP, mAP, RoI)_目标检测模型评价指标-CSDN博客https://blog.csdn.net/kuweicai/article/details/105082446

4. 目标检测的基本思想

YOLOv5基础知识点------目标检测基本思想_yolov5 模型置信度计算-CSDN博客https://blog.csdn.net/qq_50645064/article/details/125990129