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
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
Image algorithm personal open source code base
https://github.com/Eric3911/Code-with-Life
- 清华大学计算机相关开源学习课程 https://rekcarc-tsc-uht.readthedocs.io/en/latest/
- 浙江大学计算机相关开源学习课程 https://qsctech.github.io/zju-icicles/
https://github.com/Eric3911/Coding-learning
Edge segmentation
https://github.com/MarkMoHR/Awesome-Edge-Detection-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
Image watermarking, denoising, super-resolution
https://github.com/DmitryUlyanov/deep-image-prior
Remove shadow items from documents and certificates
Certificate identification items
Layout analysis project
Transportation ADAS project
Remote sensing small target detection project
MIT vacation scientific research exchange project
Open coursera: https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/