当前位置:网站首页>【CVPR 2022】半监督目标检测:Dense Learning based Semi-Supervised Object Detection
【CVPR 2022】半监督目标检测:Dense Learning based Semi-Supervised Object Detection
2022-07-06 16:33:00 【BIT可达鸭】
Dense Learning based Semi-Supervised Object Detection
简介:
半监督目标检测(SSOD)旨在利用大量的未标记数据,促进目标检测器的训练和部署。虽然目前已经提出了各种基于自训练和基于一致性正则化的SSOD方法,但大多数都是基于锚框的检测器,而忽略了在许多现实应用中对无锚框检测器的要求更高的事实。
在本文中,作者打算弥补这一差距,并提出一种基于Dense Learning的无锚SSOD算法。
具体来说,作者引入了几个新技术,包括:1、自适应过滤(Adaptive Filtering)策略分配多层的准确的密集像素级伪标签;2、聚合教师(Aggregated Teacher)用于产生稳定和精确的伪标签;3、
边栏推荐
猜你喜欢
Asset security issues or constraints on the development of the encryption industry, risk control + compliance has become the key to breaking the platform
pytest多进程/多线程执行测试用例
[OFDM communication] OFDM system signal detection based on deep learning with matlab code
达晨史上最大单笔投资,今天IPO了
Eureka Client启动后就关闭 Unregistering application xxx with eureka with status DOWN
【自动化测试框架】关于unittest你需要知道的事
How much does the mlperf list weigh when AI is named?
STM32 enters and wakes up the stop mode through the serial port
Interface joint debugging test script optimization v4.0
Who said that new consumer brands collapsed? Someone behind me won
随机推荐
微信小程序uploadfile服务器,微信小程序之wx.uploadFile[通俗易懂]
Pytest multi process / multi thread execution test case
MATLIB从excel表中读取数据并画出函数图像
基础图表解读“东方甄选”爆火出圈数据
Master binary tree in one article
Experiment 5: common automation libraries
Design of short chain
【2022全网最细】接口测试一般怎么测?接口测试的流程和步骤
17、 MySQL - high availability + read / write separation + gtid + semi synchronous master-slave replication cluster
web渗透测试是什么_渗透实战
[boutique] Pinia Persistence Based on the plug-in Pinia plugin persist
Do you still have to rely on Simba to shout for a new business that is Kwai?
Experiment 6: installing eve-ng
什么是响应式对象?响应式对象的创建过程?
The largest single investment in the history of Dachen was IPO today
pytest多进程/多线程执行测试用例
Asset security issues or constraints on the development of the encryption industry, risk control + compliance has become the key to breaking the platform
The programmer said, "I'm 36 years old, and I don't want to be rolled, let alone cut."
SQL的一种写法,匹配就更新,否则就是插入
How to implement Lua entry of API gateway