计算机视觉领域的论文 - 开源代码 - 软著 - 专利 - 论著 - 工程与学术笔记

Python 机器学习

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详细介绍

Stage: Mainly engaged in low-quality multi-scale image quantization convolution and MIPS architecture chip algorithm design， based on RSIC-V architecture.The main task of this project is to improve the combination of research and engineering through academic guidance on the notes of systematic problems in experimental engineering, and through the core course of QAS in-depth learning.

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

object detection：http://machinethink.net/blog/object-detection/

（Conference and Workshop on Neural Information Processing Systems）

NIPS ：https://papers.nips.cc/book/advances-in-neural-information-processing-systems-31-2018

ICLR ：https://openreview.net/group?id=ICLR.cc/2019/Conference

CVPR ：http://cvpr2019.thecvf.com/

ICCV ：http://iccv2019.thecvf.com/

ECCV ：https://eccv2018.org/

machinelearningbook：https://datawhalechina.github.io/pumpkin-book/#/

Algorithms：https://github.com/TheAlgorithms/Python

Cognitive computation and multimodal spatial energy learning based on neurodynamics

https://github.com/naturomics/CapsNet-Tensorflow https://github.com/bojone/Capsule

Visual open source learning project

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

Image algorithm personal open source code base

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

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

Edge segmentation

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

Reading Library of classic papers

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

A new deep learning paradigm: dual learning

One of the future directions of deep learning: Based on the combination of nonlinear dynamics and fractional nonlinear equations in group theory, a meta learning method, model safe federated learning and data safe blockchain are proposed after reinforcement learning.

Big data game learning

https://github.com/Eric3911/CDCS

https://github.com/Eric3911/Computer_vision_Object

Computer vision science competition

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

Significance target detection

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

computer graphics

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

Computer photography

Millimeter wave radar fusion of optical flow field and ray tracing in 77GHz phase control matrix

Project of removing rain and fog from retina

Imaging quality analysis project

STR natural scene text recognition project

It has the most engineering significance and academic value to use fan / attention recognition after using super-resolution and antagonism to generate Song typeface for character recognition, and the FOTS model based on reinforcement learning made by Mr. Jin is also a good direction.

https://github.com/chongyangtao/Awesome-Scene-Text-Recognition https://github.com/Eric3911/icpr2018_ocr_papers