Testing CIFAR10 data set with AlexNet in paddy

Introduction: We built the AlexNet network using the paddy framework, and tested the classification effect of AlexNet for Cifar10 using its supreme version on AI Studio. The classification effect of basic training on the test set can not exceed 60%, which is still a certain distance from the 80% classification effect mentioned in some arti ...

Posted by buzz on Tue, 21 Dec 2021 13:17:07 +0100

Application and practice of software engineering: case-based Paddle OCR code analysis

2021SC@SDUSC catalogue 1, Previous review 1.1} PP-OCR character recognition strategy 1.2. This paper introduces the strategy 2, PP-OCR identification process 2.1 data set collection 2.2 model configuration 2.3 training preparation Define label input and super parameters Instantiate the model and configure the optimization strategy ...

Posted by ilangovanbe2005 on Fri, 17 Dec 2021 23:41:59 +0100

Tensor operation under Paddle and simple regression problems

Introduction: _Using the basic functions in Paddle, ordinary linear and Logistic regression problems, especially the observation of the structure of network coefficients, are designed, which can then be used to modify the network. Keywords: Paddle, Linear Regression, Logistics   _01 Basic Operations _Tensor is the basic unit ...

Posted by wittanthony on Thu, 16 Dec 2021 00:22:52 +0100

Machine reading comprehension based on BERT model

Reading comprehension task based on BERT pre training model Machine reading comprehension is an important task in natural language processing. The most common is single text extraction reading comprehension. Machine reading comprehension has a wide range of applications, such as customer service robots, which communicate with users through tex ...

Posted by WhiteCube on Sun, 12 Dec 2021 05:50:10 +0100

Paddegan SOTA algorithm: detailed explanation and application of video super division model PP-MSVSR

🔥PaddleGAN Release the latest SOTA algorithm: Video super-resolution model PP-MSVSR Baidu self-developed PP-MSVSR It is a multi-stage lightweight video hyper segmentation model, which achieves SOTA performance in the current lightweight video hyper segmentation model with a parameter of 1.45M. The figure shows the comparison of PSNR index of ...

Posted by Fitzlegend on Sun, 12 Dec 2021 05:49:01 +0100

Dialogue intention recognition task based on Baidu self-developed model ERNIE

Dialogue intention recognition task based on Baidu self-developed model ERNIE Intention recognition refers to analyzing the core needs of users and outputting the information most relevant to query input, such as finding movies, checking express, municipal office and other needs in search. These needs will be very different in the underlying r ...

Posted by qistoph on Sun, 05 Dec 2021 09:26:54 +0100

Reproducing Old2Life based on PaddlePaddle

Old Photo Restoration (Paddle Implementation) github link: https://github.com/buriedms/Old2Life-Paddle.git The reproduced paper is: Old Photo Restoration via Deep Latent Space Translation Official open source pytorch Code: Bringing-Old-Photos-Back-to-Life The data set adopts VOC data set, and a small number of real old photos and old photos ...

Posted by choppsta on Fri, 03 Dec 2021 22:58:09 +0100

NewsSort - News intelligence subsystem

NewsSort - News intelligence subsystem Demo video portal: NewsSort - News intelligence subsystem 1, Project introduction and description 1.1 project introduction: Projects in previous periods 2021 China software Cup - News intelligence subsystem In, we completed the training of news long text 10 classification model by fine-tuning training ...

Posted by hennety on Sun, 28 Nov 2021 04:09:07 +0100

[Online manuscript extraction] walnuts are so cute, let's "draw" walnuts by hand~

[PaddleWeekly33] walnuts are so cute, let's "draw" walnuts and shake them by hand~ This issue of PaddleWeekly will introduce you from Seven year term And Mr. Zheng_ Two big guys cooperate on an open source project: line drawing generator ExtractLine. In this project, we will briefly encapsulate it in addition to intro ...

Posted by Molly on Sat, 20 Nov 2021 19:33:34 +0100

Dual server architecture actual combat propeller deployment - Automatic coloring and old photo repair

Dual server architecture actual combat propeller deployment - Automatic coloring and old photo repair Song Zhu Xi's poem No. 2 of "I have a bosom to send Yan Fu Zhong Zong's two brothers" said: "I heard that the double flying oars came down to Guangjin lightly. The paddle has powerful functions and is very simple and convenient ...

Posted by icicleman on Sat, 20 Nov 2021 09:25:55 +0100