05 2020 档案

论文笔记-PolarMask: Single Shot Instance Segmentation with Polar Representation
摘要：paper: PolarMask: Single Shot Instance Segmentation with Polar Representation code: https://github.com/xieenze/PolarMask 作者知乎解答 PolarMask是CVPR2020的ora 阅读全文
posted @ 2020-05-28 12:07 StoneclutterX 阅读(1150) 评论(0) 推荐(0)
论文笔记-IntRA-KD: Inter-Region Affinity Distillation for Road Marking Segmentation
摘要：paper: "Inter Region Affinity Distillation for Road Marking Segmentation" code: "Codes for IntRA KD" Abstract 1. IntRA KD是商汤&港中文&南洋理工在CVPR2020的一篇road 阅读全文
posted @ 2020-05-23 17:18 StoneclutterX 阅读(1986) 评论(0) 推荐(0)
论文笔记-ERFNet: Efficient Residual Factorized ConvNet for Real-time Semantic Segmentation
摘要：paper: "ERFNet: Efficient Residual Factorized ConvNet for Real time Semantic Segmentation" code: "PyTorch" Abstract 1. ERFNet可以看作是对ResNet结构的又一改变，同时也是对 阅读全文
posted @ 2020-05-23 11:17 StoneclutterX 阅读(3035) 评论(0) 推荐(0)
论文笔记-ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation
摘要：paper: "ENet: A Deep Neural Network Architecture for Real Time" code: "caffe" Abstract 1. ENet是16年初的一篇工作了，能够达到实时的语义分割，包括在嵌入式设备NVIDIA TX1，同时还能够保证网络的效果。 阅读全文
posted @ 2020-05-22 16:49 StoneclutterX 阅读(629) 评论(0) 推荐(0)
论文笔记-FCOS: Fully Convolutional One-Stage Object Detection
摘要：paper: "FCOS: Fully Convolutional One Stage Object Detection" code: "https://github.com/tianzhi0549/FCOS/" Abstract 1. FCOS是ICCV2019的一篇anchor free的one 阅读全文
posted @ 2020-05-20 22:13 StoneclutterX 阅读(915) 评论(0) 推荐(0)
论文笔记-ResNeSt-Split-Attention Networks
摘要：paper: "ResNeSt: Split Attention Networks" code: "ResNeSt Mxnet&PyTorch版本" Abstract 1. ResNeSt是对ResNext的又一个魔改的变种，亚马逊李沐团队的作品，其中S代表split，可以理解为按channel切分 阅读全文
posted @ 2020-05-18 22:30 StoneclutterX 阅读(1579) 评论(0) 推荐(0)
论文笔记-HRNet-Deep High-Resolution Representation Learning for Visual Recognition
摘要：paper: "Deep High Resolution Representation Learning for Visual Recognition" code: "HRNet" Abstract 1. HRNet，这里用的是PAMI2020的工作，整合了human pose estimation 阅读全文
posted @ 2020-05-11 19:47 StoneclutterX 阅读(2958) 评论(0) 推荐(0)
论文笔记-OCR-Object-Contextual Representations for Semantic Segmentation
摘要：paper: "Object Contextual Representations for Semantic Segmentation" code: "PyTorch" Abstract 1. OCR是MSRA和中科院的一篇语义分割工作，结合每一类的类别语义信息给每个像素加权，再和原始的pixel特 阅读全文
posted @ 2020-05-10 14:31 StoneclutterX 阅读(5103) 评论(4) 推荐(2)
论文笔记-经典网络之ResNet再读
摘要：paper: Deep Residual Learning for Image Recognition Identity Mappings in Deep Residual Networks code: caffe slides ResNet ResNet，一代经典，将深度网络结构设计以及各个视觉任 阅读全文
posted @ 2020-05-09 22:16 StoneclutterX 阅读(568) 评论(1) 推荐(1)
论文笔记-PSPNet-Pyramid Scene Parsing Network
摘要：paper: "Pyramid Scene Parsing Network" code: "caffe" ， "PyTorch" "官方blog" Abstract 1. PSPNet是港中文和商汤在CVPR2017上的一篇工作，将pyramid pooling引入到场景解析的分割任务中，取得很好的 阅读全文
posted @ 2020-05-08 21:13 StoneclutterX 阅读(1061) 评论(0) 推荐(0)
论文笔记-U-Net: Convolutional Networks for Biomedical Image Segmentation
摘要：paper: "U Net: Convolutional Networks for Biomedical Image Segmentation" code: "PyTorch" ，官方公布的matlab的caffe版本 如果需要看网络结构，可以用这个prototxt文件 "unet prototxt 阅读全文
posted @ 2020-05-08 15:28 StoneclutterX 阅读(1263) 评论(0) 推荐(0)