computer vision learning, include python machine learning action; computer vision based on deep learning ;coursera deeplearning.ai and other cv learning materials collect ...

ranjiewwen Last update: Aug 10, 2022

Computer Vision Task Collect

main computer vision task

low level

high level

GAN and Text

other

object detection

image retrieval/search/Re-Id

segmentation

conference

2018-2019 International Conferences

dataset

Kaggle-Action

iphysresearch/DataSciComp: Active Competitons to Join
geekinglcq/CDCS :Chinese Data Competitions' Solutions
Data-Competition-TopSolution

Computer Vision Study

python learning

python machine learning in mooc

image processing

Opencv
Vlfeat

machine learning

Sklearn
Machine Learning in Action：Read machine learning and analyze code implementation.

deeping learning

ChristosChristofidis/awesome-deep-learning
deepleraning.ai-course ：Neural Networks and Deep Learning，Improving Deep Neural Networks，Convolutional Neural Network.

computer vision based on deep learning

Xiaoxiang College course study notes, PPT and resources are very detailed.
CS231n:Convolutional Neural Networks for Visual Recognition;
- 斯坦福CS231n学习笔记-中文系列
CS224n:Natural Language Processing with Deep Learning

deep learning framwork

header only, dependency-free deep learning framework in C++11

DeepLearnToolbox

Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.