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

Autogluon Windows Learning Notes

Tip: after the article is written, the directory can be generated automatically. Please refer to the help document on the right for how to generate it Tip: the following is the main content of this article. The following cases can be used for reference 1, windows installation AutoGluon official website github pip3 install autogluo ...

Posted by grimmier on Mon, 11 Apr 2022 13:25:38 +0300

[OAK open source project tutorial] how to use OAK to perform positioning through visual SLAM?

Editor: OAK China Source: oakchina cn Copyright note: please indicate the source of reprint preface Hello, everyone, this is OAK China. I'm assistant Jun. Visual synchronous localization and mapping (SLAM) is rapidly becoming an important progress in embedded vision, and there are many different possible applications. Commercially speaking ...

Posted by egg82 on Sun, 10 Apr 2022 04:55:24 +0300

100 common interview questions

Python has now become one of the most popular programming languages. According to the statistics of IEEE Spectrum, python has ranked first in terms of popularity and ecological scale, and there are more and more relevant positions. No matter data post, test post or development post, they have a high demand for Python skills. From the perspect ...

Posted by drucifer on Sat, 09 Apr 2022 19:47:35 +0300

Study notes of AlexNet, VGG and GoogleNet

1. Foundation work for deep learning: AlexNet AlexNet won the ILSVRC 2012 (ImageNet Large Scale Visual Recognition Challenge) competition in 2012, with top1 error: 36.7% and top5 error:15.4% SIFT+FVS, the second traditional machine learning method at that time, top 5 error: 26.2%, and traditional machine learning has been difficult to conti ...

Posted by daedalus__ on Fri, 08 Apr 2022 10:34:26 +0300

Machine learning practice based on KubeVela

Author: Kube Vela community In the current wave of machine learning, AI engineers not only need to train and debug their own models, but also need to deploy the models online to verify the effect of the models (of course, sometimes, this part of the work is completed by AI system engineers). This part of the work is cumbersome and consumes ext ...

Posted by svenski on Thu, 07 Apr 2022 07:17:50 +0300

Python reading and writing OMRON PLC (this work is carried out by specific projects)

Introduction to hardware environment Heater, omjron, sensor, etc. target Based on the existing lower computer (plc control system), an intelligent control system for algorithm operation control is built. mode The communication modes supported by OMRON plc are If Python is used to directly communicate with Omron plc, the process is mo ...

Posted by skippy111 on Wed, 06 Apr 2022 07:46:40 +0300