Keras vs PyTorch vs Caffe:CNN implementation comparison

Author|PRUDHVI VARMACompile | VKSource|Analytics Indiamag In today's world, AI has been used by most business operations and is very easy to deploy due to the advanced in-depth learning framework. These in-depth learning frameworks provide advanced programming interfaces to help us design in-depth learning models. Using the in-depth learning fr ...

Posted by centered effect on Thu, 19 May 2022 19:44:36 +0300

A few lines of code to easily realize the task of target detection and image classification -- building an enterprise machine learning micro service based on Spring Boot and DJL

Now there seems to be a trend in the field of AI applications. Most learning applications are in Python. Spring Boot is an open source platform widely used in the field of microservices. Users can use Stock API to create an RPC API based on C + + or Python applications to realize reasoning tasks in different languages. However, this will bring ...

Posted by UKlee on Mon, 16 May 2022 07:22:16 +0300

weibu's in-depth learning chapter: pytorch -- utils Data and torch vision

Overview of data processing toolbox Pytoch involves data processing (data loading, data preprocessing, data enhancement, etc.), and the main toolkits and related relationships are as follows: Overview of pytorch data processing toolkit torch.utils.data Toolkit 1) Dataset: abstract class. Other datasets should inherit this class and contain ...

Posted by sid on Sun, 15 May 2022 05:28:39 +0300

pytorch collate_fn function to realize variable length batch - Dynamic padding

Note: batch here refers to mini batch Two methods to realize sequence (text, log) batch processing Fixed length batches (uniform length batches) All batch sequences have the same length. For example, seqs = [[1,2,3,3,4,5,6,7], [1,2,3], [2,4,1,2,3], [1,2,4,1]] batch_size = 2 Then the maximum sequence length is 8. If it is less than 8, fill it ...

Posted by sonic_2k_uk on Sat, 14 May 2022 05:21:32 +0300

Complete CAM based on cifar10 data set

preface In the previous blog, we simply completed the pseudo code of CAM algorithm, address: https://blog.csdn.net/qq_43534932/article/details/107425740 Without real operation, we use the small data set cifar10 to complete the realization of the basic functions of CAM. cifar10 data set: it is a data set collected by CIFAR(Candian Institute For ...

Posted by brownca on Fri, 13 May 2022 11:57:46 +0300

Introduction to OpenCV -- image smoothing technology

About image sampling There are many ways to obtain digital images. Usually, image sampling can be used to digitize continuous images. The collection relationship between sampling points is the grid, and the infinitesimal sampling points between grids correspond to the pixels in the image. Sampling on image transformation is the process of cha ...

Posted by rimelta on Fri, 13 May 2022 03:46:16 +0300

Model quantization: static quantization and dynamic quantization of paddy model

Transferred from AI Studio, original link: Model quantization (2): static and dynamic quantization of Paddle model - Propeller AI Studio 1. Introduction The previous article briefly introduced the basic principle and simple examples of model quantization This time, we will continue the previous content, combined with the tool library Paddle ...

Posted by billli on Fri, 13 May 2022 01:27:08 +0300

TF-IDF model for NLP text keyword extraction: epidemic text data analysis based on stuttering word segmentation and wordcloud

TF-IDF model: analysis of epidemic text data based on stuttering word segmentation and wordcloud Recently, we have made a text data analysis of China's policy on the COVID-19. Let's introduce the relevant knowledge to summarize and consolidate, and hope to help more people. 1, TF IDF: keyword extraction Stop words: stop words are words o ...

Posted by Dasndan on Fri, 13 May 2022 00:46:36 +0300

[deep learning experiment] the second time: analysis and prediction of influencing factors of fiscal revenue

Relevant knowledge Set variable X ( 0 ) = { X ( ...

Posted by Alecdude on Fri, 13 May 2022 00:36:23 +0300

[PyTorch learning notes] 1.2 introduction to tensor

thumbnail: https://image.zhangxiann.com/...toc: truedate: 2020/2/5 20:39:20disqusId: zhangxiancategories: PyTorch tags: AI Deep Learning Code of this chapter: https://github.com/zhangxiann/PyTorch_Practice/blob/master/lesson1/tensor_introduce1.py https://github.com/zhangxiann/PyTorch_Practice/blob/master/lesson1/tensor_introduce1.py Tensor c ...

Posted by sean14592 on Wed, 11 May 2022 06:42:57 +0300