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stage's Introduction

Stage:主要从事低质量多尺度图像量化卷积和MIPS架构芯片算法设计:

该项工作主要是提高自己研究中与工程学结合通过学术指导实验工程学上系统问题笔记,通过QAS的

深度学习的核心教程:

GMM https://petewarden.com/2015/04/20/why-gemm-is-at-the-heart-of-deep-learning/

Opencv https://docs.opencv.org/3.4.5/d9/df8/tutorial_root.html

Opencv http://www.opencv.org.cn/opencvdoc/2.3.2/html/doc/tutorials/tutorials.html

目标检测:http://machinethink.net/blog/object-detection/

国际信息神经处理会议NIPS :https://papers.nips.cc/book/advances-in-neural-information-processing-systems-31-2018

深度学习方向性会议ICLR :https://openreview.net/group?id=ICLR.cc/2019/Conference

国际计算机视觉模式识别CVPR :http://cvpr2019.thecvf.com/

国际计算机视觉会议ICCV :http://iccv2019.thecvf.com/

欧洲计算机视觉会议ECCV :https://eccv2018.org/

国内经典的基础教材南瓜书:https://datawhalechina.github.io/pumpkin-book/#/

维护视觉开源学习项目

https://github.com/Dikea/ML-Weekly-Learning/tree/master/CV

图像算法个人开源代码库

https://github.com/Eric3911/Code-with-Life

https://github.com/Eric3911/Coding-learning

边缘分割

https://github.com/MarkMoHR/Awesome-Edge-Detection-Papers

经典论文阅读库

https://arxiv.org/list/cs.AI/recent

https://github.com/Eric3911/Paper-Sharing

https://github.com/Eric3911/Super-Paper

https://github.com/Eric3911/Engineering-papers

对偶学习:一种全新的深度学习范式

深度学习走向何方? 非线性动力学与分数阶非线性方程在群论中的模态融合知识表示体系,目前元学习继强化学习之后一种学习型学习方法和解决模型安全问题的联邦学习

大数据比赛学习

https://github.com/Eric3911/CDCS

计算机视觉科学竞赛

https://github.com/Eric3911/Visual-Science-Competition

显著性目标检测

https://mmcheng.net/tag/salient-object-detection/

计算机图形学

      Jim Blinn's Corner: Dirty Pixels
      Jim Blinn's Corner: A Trip Down The Graphics Pipeline
      Jim Blinn's Corner: Notation, Notation, Notation

计算机摄影学

      光流场和光线追踪在相控矩阵77GHZ的毫米波雷达融合

视网膜去雨雾项目

成像质量分析项目

STR自然场景文本识别项目

文字识别使用超分辨和对抗生成宋体后使用FAN/Attention识别最具有工程意义和学术价值,其中金老师做的基于强化学习的模型FOTS模型也是一个很好方向。

https://github.com/chongyangtao/Awesome-Scene-Text-Recognition

https://github.com/Eric3911/icpr2018_ocr_papers

图像去水印、去噪、超分辨

https://github.com/DmitryUlyanov/deep-image-prior

文档及证件去除阴影项目

证件识别项目

版面分析

交通ADAS项目

遥感小目标检测项目

麻省理工寒假科研交流项目

(那些年里眷恋的您——MIT)

车辆超载项目

密集人群检测项目

蒙版弹幕项目

舞姿同步项目

DF数钢筋比赛

https://opensource.org/licenses/MIT

stage's People

Contributors

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Watchers

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