diagnosing error in object detectors 浅析
目标检测器中的误差诊断
误差来源：
[1] localization error (定位误差)
[2] confusion with similar objects (相似目标混淆)
[3] confusion with dissimilar objects (非相似目标混淆)
[4] confusion with background (背景混淆)
[5] object size (目标尺寸)
[6] aspect ratio (纵横比)
[7] occlusion (纵横比)
[8] truncation (截断)
[9] visibility of parts (局部能见度)
[10] viewpoint (视点)
1、2、3、4影响recall值；5、6、7、8、9、10影响precision值。
1、2、5是主要影响因素。
误差分析的方法：
[1] per-category analysis of characteristics(每个种类的特性分析)
[2] summary of sensitivity and impact of object characteristics(目标特性的敏感度和影响分析)
diagnosing error in object detectors 浅析相关推荐
- 2021 || You Cannot Easily Catch Me: A Low-Detectable Adversarial Patch for Object Detectors
You Cannot Easily Catch Me: A Low-Detectable Adversarial Patch for Object Detectors abstract 大多数patc ...
- 目标检测--DSOD: Learning Deeply Supervised Object Detectors from Scratch
DSOD: Learning Deeply Supervised Object Detectors from Scratch ICCV2017 https://github.com/szq0214/D ...
- 目标检测--Training Region-based Object Detectors with Online Hard Example Mining
Training Region-based Object Detectors with Online Hard Example Mining code: https://github.com/abhi ...
- wince6.0 编译报错:error C2220: warning treated as error - no 'object' file generated的解决办法
内容提要:wince6.0编译报错:"error C2220: warning treated as error - no 'object' file generated" 原因是 ...
- wince6.0 编译报错:error C2220: warning treated as error - no 'object' file generated的解决办法...
内容提要:wince6.0编译报错:"error C2220: warning treated as error - no 'object' file generated" 原因是 ...
- 跑faster rcnn测试时遇到错误Attribute Error: 'NoneType' object has no attribute 'astype'
如题,用自己的数据集跑faster rcnn的测试demo的时候遇到这样的错误:Attribute Error: 'NoneType' object has no attribute 'astype' ...
- Caffe RPN ：error C2220: warning treated as error - no 'object' file generated
在 caffe里面添加rpn_layer.cpp之后,总是出现 error C2220: warning treated as error - no 'object' file generated 这 ...
- unexpected error ConnectionError object has no attribute
unexpected error ConnectionError object has no attribute unexpected error ConnectionError object has ...
- 【论文总结】Incremental Learning of Object Detectors without Catastrophic Forgetting（附翻译）
Incremental Learning of Object Detectors without Catastrophic Forgetting 无灾难性遗忘的增量学习目标检测器 论文地址:https ...
最新文章
- ----移动端移动端调试神器vConsole----
- Intger To Roman
- practical rendering and computation with dx11 ebook
- mysql 删除视图 命令_在MySQL中，删除视图使用（????）命令。
- 03-密码学基础-数字摘要hash的介绍
- 关于大家对Swin Transformer的魔改论文模型记录（只关注Swin是如何使用的）
- Leet Code OJ 172. Factorial Trailing Zeroes [Difficulty: Easy]
- Activity的生命周期及各生命周期方法的作用
- POJ 计算几何(3)
- LeetCode 834. 树中距离之和（树上DP）*
- vs安装windows media player 1208
- springsecurity文档_今天学了springsecurity
- php 动态参数,PHP 动态配置运行时环境参数ini_xxx,extension_loaded
- 64位Win7下用VS2010编译OpenSSL
- C语言学生课程管理系统
- 软件缺陷分析—软件测试之犯罪心理学
- 中国优秀软件架构师感悟录
- 后flash时代的何去何从
- dojo 框架实战笔记
- 网课搜题API接口搭建教程