AdaptIS: Adaptive Instance Selection Network
AdaptIS: Adaptive Instance Selection Network
2019-09-19 12:58:07
Paper: https://arxiv.org/pdf/1909.07829.pdf
Code (MXNet): https://github.com/saic-vul/adaptis
Pretrained model for ToyV1: https://drive.google.com/open?id=1IuJUh0JvbKYILBxCeO2h6U4LG-9DoTHi
Pretrained model for ToyV2: https://drive.google.com/open?id=1RxepfpJF5gRpRNYu1urdV748suF3TL5k
Related Paper:
Panoptic Segmentation, Alexander Kirillov, Kaiming He, Ross Girshick, Carsten Rother, Piotr Dollar
Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization [Paper] [Code] [Blog]
An intriguing failing of convolutional neural networks and the CoordConv solution [Paper] [Code] [Blog]
1. Background and Motivation:
本文提出一种新的分割方式,即:给出一个 BBox,该方法可以将该位置的物体分割出来,而不是全部分割出来。示意图如下所示:
本文所提出方法的名称为:AdaptIS,不依赖于 bounding box proposal。而是直接优化目标分割精度。给定一张图像 I 和 一个固定的 point proposal (x, y),作者直接优化目标损失函数。我们利用一个 pixel-wise loss 来计算 AdaptIS 预测 和 target object 的 mask。
AdaptIS: Adaptive Instance Selection Network的更多相关文章
- openstack中虚拟机和其网络的联系方法 instance and network
instance和network的连接关系: 在neutron数据库中,ports存储了instance和端口的关系,其中device_id表示了instance的id,在nova数据库中的insta ...
- 论文笔记——An online EEG-based brain-computer interface for controlling hand grasp using an adaptive probabilistic neural network(10年被引用66次)
题目:利用自适应概率网络设计一种在线脑机接口楼方法控制手部抓握 概要:这篇文章提出了一种新的脑机接口方法,控制手部,系列手部抓握动作和张开在虚拟现实环境中.这篇文章希望在现实生活中利用脑机接口技术控制 ...
- Two-Stream Adaptive Graph Convolutional Network for Skeleton-Based Action Recognition
Two-Stream Adaptive Graph Convolutional Network for Skeleton-Based Action Recognition 摘要 基于骨架的动作识别因为 ...
- Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization
Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization 2019-10-10 10:50:19 Paper ...
- 论文《Entity Linking with Effective Acronym Expansion, Instance Selection and Topic Modeling》
Entity Linking with Effective Acronym Expansion, Instance Selection and Topic Modeling 一.主要贡献 1. pro ...
- 【论文速读】Fangfang Wang_CVPR2018_Geometry-Aware Scene Text Detection With Instance Transformation Network
Han Hu--[ICCV2017]WordSup_Exploiting Word Annotations for Character based Text Detection 作者和代码 caffe ...
- An intriguing failing of convolutional neural networks and the CoordConv solution
An intriguing failing of convolutional neural networks and the CoordConv solution NeurIPS 2018 2019- ...
- [paper reading] C-MIL: Continuation Multiple Instance Learning for Weakly Supervised Object Detection CVPR2019
MIL陷入局部最优,检测到局部,无法完整的检测到物体.将instance划分为空间相关和类别相关的子集.在这些子集中定义一系列平滑的损失近似代替原损失函数,优化这些平滑损失. C-MIL learns ...
- {ICIP2014}{收录论文列表}
This article come from HEREARS-L1: Learning Tuesday 10:30–12:30; Oral Session; Room: Leonard de Vinc ...
随机推荐
- Android Scroller详解
在学习使用Scroller之前,需要明白scrollTo().scrollBy()方法. 一.View的scrollTo().scrollBy() scrollTo.scrollBy方法是View中的 ...
- k8s基础操作命令
K8s重新加入节点 1.重置node节点环境在slave节点上执行 [root@node2 ~]# kubeadm reset [reset] WARNING: changes made to thi ...
- Ubuntu 系统装机指南
1.vim设置 2.git配置 3.系统性能监视器:Ubuntu安装系统监视器 4.编译环境安装:sudo apt-get install build-essential
- JENKINS安卓打包CI
jenkins构建脚本: [root@localhost tomcat]# cat move.sh #!/bin/bash # author lql release_dir=/data/android ...
- zookeeper的安装使用
转载从:https://blog.csdn.net/shenlan211314/article/details/6170717 一.zookeeper 介绍 ZooKeeper 是一个为分布式应用所设 ...
- BIND 主从配置
BIND 主从配置 环境:master:172.31.182.144slave:172.31.182.147 一.安装yum install bind bind-chroot -y 二.master ...
- maven打包成可运行的jar
在pom.xml添加 <build> <plugins> <plugin> <groupId>org.apache.maven.plugins</ ...
- 修改cloud image密码
安装libguestfs-tools yum -y install libguestfs-tools.noarch 设置固定密码 virt-customize -a CentOS-7-x86_64-G ...
- Fiddler抓包工具使用指南|手机安装Fiddler的安全证书
Fiddler 4 1.设置: Tools -> Telerik Fiddler Options 勾选远程 手机安装证书 ->使用Android手机的浏览器打开:http://10.2. ...
- js去除数组中重复的数字
var arr = [2,1,4,3,2,4,2,3,4,2,6,5,5] var obj = {}; var arrNew = []; for(var i=arr.length-1;i>=0; ...