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

How to create a smart home device scene? Smart home open source platform -- zhiting family cloud

Scene refers to passing SA Realize equipment linkage. For example, automatically detect today's weather conditions. There is no rain today. The smart speaker will play the flower watering reminder regularly and broadcast today's weather conditions. According to their own needs, a variety of concurrent control events are edited into a scene and ...

Posted by DaveTheAve on Wed, 13 Apr 2022 06:23:55 +0300