Detailed explanation of the implementation principle and technology of "sweeping five blessings"
preface
As soon as the horn of sweeping blessings at the end of the new year blows, there is an additional sentence in daily social language: do you have professional blessings? This year is the sixth year of Wufu. This annual taste ceremony with mobile phones has put the ancient "Fu" culture on the C position of the new era.
It is ...
Posted by IlikeTheWeb on Tue, 19 Apr 2022 17:12:59 +0300
Little bear paddle exercise book-03 stone scissors paper
Little bear paddle exercise book-03 stone scissors paper
brief introduction
The development and testing of this project are carried out under Ubuntu 20.04 system.
View the latest code of the project home page: Little bear paddle exercise book
Baidu PaddlePaddle AI Studio home page: Little bear paddle exercise book-03 stone scissors paper
CUDA r ...
Posted by larsojl on Tue, 19 Apr 2022 16:53:36 +0300
Strip pooling: retreating spatial pooling for scene parsing
Article address: https://arxiv.org/pdf/2003.13328v1.pdf Source address: https://github.com/Andrew-Qibin/SPNet
Problem elicitation
In some cases, the target object may have a long-distance banded structure or discrete distribution (as shown in the following figure). Using a square does not solve the problem well because it inevitably merges in ...
Posted by andriy on Tue, 19 Apr 2022 00:03:22 +0300
Using python to realize simple artificial neural network recognition of handwritten digits
A simple neural network model is built using Python, and handwritten digits are recognized.
1. Front work
1.1 environment configuration
The handwritten numeral character set built in scikit learn library is used as the data set of this paper. Scikit learn library is a classic machine learning library. Its library and other dependent librarie ...
Posted by shadypalm88 on Mon, 18 Apr 2022 15:01:19 +0300
Little bear paddle exercise book-02 eye disease identification
Little bear paddle exercise book-02 eye disease identification
brief introduction
Baidu PaddlePaddle bear training project, 02 eye disease recognition, the project development and testing are carried out under the Ubuntu 20.04 system.
View the latest code of the project home page: Little bear paddle exercise book
Baidu PaddlePaddle AI Studio ho ...
Posted by BlackenedSky on Mon, 18 Apr 2022 04:03:56 +0300
Tensor of pytorch basic knowledge
Tensor definition
1. Tensor: a more generalized expression of scalar, matrix and vector. It can be said that a matrix is a tensor of order 2, which can represent any dimension of data Here are some examples of tensor code
import torch
#Transfer data (FlotTensor type)
a = torch.Tensor( [ [1,2],[3,4] ] )
#Basic constructor
a = torch.Tensor(2 ...
Posted by sillyman on Mon, 18 Apr 2022 03:10:02 +0300
Complete model training of Pytorch learning notes (taking Cifar10 as an example)
Introduction to data set
After learning the theory of deep learning, we should start code practice, which is basically divided into data reading, data preprocessing (enhancement), model construction and training
First, let's introduce the data set. The data set used this time is CIFAR10, which is a classic 10 classification color picture ...
Posted by ShadowIce on Sun, 17 Apr 2022 05:45:23 +0300
Application and explanation of convolutional neural network CNN based on Pytorch
Application and explanation of convolutional neural network CNN based on Pytorch
1, Convolutional neural network CNN definition
Convolutional neural network (CNN, sometimes called ConvNet) is very attractive. In a short time, they have become a subversive technology, breaking all the most advanced algorithms in many fields, such as text, vide ...
Posted by dyip on Sat, 16 Apr 2022 16:54:55 +0300
With less than 50 lines of code, the Tensorflow model can be deployed in a production environment
Serverless TensorFlow function in public cloud
For software developers and students, AI is paid.
In 2021, the average annual salary of developers of Tensorflow, the most popular AI framework, was US $148508, which was converted into nearly one million yuan.
Now, even for entry-level programming, developers must have AI skills. In fact, it's ...
Posted by nick1 on Sat, 16 Apr 2022 01:46:55 +0300
On single pass algorithm
On single pass algorithm
Official account: ChallengeHub
Single pass algorithm, also known as single channel method or single pass method, is a classical method of streaming data clustering. For the data streams arriving in turn, the method processes one data at a time according to the input order. According to the matching degree between the ...
Posted by river001 on Thu, 14 Apr 2022 16:28:04 +0300