一些好的技术文章或博客

25 December 2018

本篇文章记录一些自己看过的不错的技术文章或博客

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Densely Connected Convolutional Networks

07 December 2018

Authors: Gao Huang, Cornell University. Zhuang Liu, Tsinghua University. Laurens van der Maaten, Facebook AI Research. Kilian Q. Weinberger, Cornell University.

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Pyramid Scene Parsing Network

07 December 2018

Hengshuang Zhao, Xiaojuan Qi, Xiaogang Wang, Jiaya Jia, The Chinese University of Hong Kong. Jianping Shi, SenseTime Group Limited.

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Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition

07 December 2018

Authors: Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun

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DenseASPP for Semantic Segmentation in Street Scenes

05 December 2018

Authors: Maoke Yang, Kun Yu, Chi Zhang, Zhiwei Li, Kuiyuan Yang. DeepMotion

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3D Convolution and Deconvolution

03 December 2018

本文介绍两种卷积:

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Very Deep Convolutional Networks For Large-Scale Image Recognition

03 December 2018

Authors: Karen Simonyan & Andrew Zisserman, Visual Geometry Group, Department of Engineering Science, University of Oxford.

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Deep Residual Learning for Image Recognition

02 December 2018

Authors: Kaiming He, Xiangyu Zhang, Shaoqing Ren, Jian Sun. Microsoft Research.

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Going deeper with convolutions

29 November 2018

Authors: Christian Szegedy, Google Inc. Wei Liu, University of North Carolina, Chapel Hill. Yangqing Jia, Google Inc. Pierre Sermanet, Google Inc. Scott Reed, University of Michigan. Dragomir Anguelov, Google Inc. Dumitru Erhan, Google Inc. Vincent Vanhoucke, Google Inc. Andrew Rabinovich, Google Inc.

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Learning Deconvolution Network for Semantic Segmentation

17 November 2018

Authors: Hyeonwoo Noh, Seunghoon Hong, Bohyung Han. Department of Computer Science and Engineering, POSTECH, Korea

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SegNet, A Deep Convolutional Encoder-Decoer Architecture for Image Segmentation

16 November 2018

Authors: Vijay Badrinarayanan, Alex Kendall, Roberto Cipolla, Senior Member, IEEE

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RefineNet, Multi-Path Refinement Networks for High-Resolution Semantic SegmentationImage Segmentation

15 November 2018

Authors: Guosheng Lin, Anton Milan, Chunhua Shen, Ian Reid. Nanyang Technological University, University of Adelaide, Australian Centre for Robotic Vision

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U-net, Convolutional Networks for Biomedical Image Segmentation

14 November 2018

Authors: Olaf Ronneberger, Philipp Fischer, and Thomas Brox Computer Science Department and BIOSS Centre for Biological Signalling Studies, University of Freiburg, Germany

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Multi-Level Contextual Network for Biomedical Image Segmentation

13 November 2018

Authors: Amirhossein Dadashzadeh and Alireza Tavakoli Targhi. Department of Computer Science, Shahid Beheshti University, Tehran, Iran

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Residual Deconvolutional Networks for Brain Electron Microscopy Image Segmentation

12 November 2018

Accepted: IEEE TRANSACTIONS ON MEDICAL IMAGING

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CPU, GPU, CUDA, CUDNN总结

07 July 2018

CPU: Central Processing Unit,中央处理器,是一块超大规模的集成电路,是一台计算机的运算核心和控制核心。

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显卡驱动, CUDA, CUDNN, Tensorflow的安装

07 July 2018

显卡驱动,CUDA,cuDNN,TensorFlow等软件在Ubuntu的安装都有好几种选择:

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从YOLOV1到YOLOV3

07 July 2018

YOLO: You Only Look Once是一个速度很快的目标检测方法

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