Cuda 11.1 + 30 series graphics card + Python 1.8.0 + install flownet2 for Ubuntu 18.04 0

The 30 series graphics card does not support the lower version of cuda, so you can only use the new version of pytorch and compile flownet2 0, the package of three custom layers reported various errors due to version reasons. Try to run the compilation command of the old version when the compilation was successful, but the installation was s ...

Posted by temujinleal on Sun, 03 Apr 2022 12:14:00 +0300

Learning machine learning - practice training model (image segmentation, cell image)

Image segmentation - cell image Based on Pytorch, UNET model Model learning comes from: (thank you for such a detailed article) https://github.com/Jack-Cherish/Deep-Learning Other websites: (1) pytorch novice tutorial https://pytorch.org/tutorials/beginner/deep_learning_60min_blitz.html (2) UNET paper https://arxiv.org/pdf/1505.04597.pdf (becau ...

Posted by globetrottingmike on Sun, 03 Apr 2022 03:15:30 +0300

Weekly report from March 28, 2022 to April 3, 2022

abstract The first part of the paper is spatio-temporal sequence meteorological prediction, which involves deep problems such as sphere manifold, geometric space mapping and so on. Based on some prior knowledge, it makes data mining and other analysis for environmental data. The second part studies the basic knowledge of GAN. Reading lite ...

Posted by yogadt on Sat, 02 Apr 2022 18:44:19 +0300

Practical cases of in-depth learning: two categories of film reviews

The first practical case of in-depth learning: classification of film reviews Official account: machine learning grocery storeAuthor: PeterEditor: Peter Hello, I'm Peter~ This is Machine Learning Grocery~ The case of this paper explains an important problem in machine learning: classification. This paper is a practical case in Python ...

Posted by Minase on Sat, 02 Apr 2022 18:13:36 +0300

[project practice] AUTOVC code analysis - model_vc.py [updating]

AUTOVC code analysis -- model_vc.py Introduction This project is a speech conversion project based on AUTOVC model, which is implemented by PyTorch( Project address).         AUTOVC follows the framework of automatic encoder and only trains the loss of automatic encoder, but it introduces carefully adjusted dimensionality reduction and d ...

Posted by meow on Sat, 02 Apr 2022 01:24:25 +0300

[daily] experience of 2021 video game Part2

After a long delay, I finally had time to write First, there is a problem in the deployment of edgeboard. The image recognition model trained by our own network has failed to reason all the time. After using the target detection model, because the network is too complex, it takes two all night just to set up the network and adjust the parame ...

Posted by FraXTC on Fri, 01 Apr 2022 21:56:15 +0300

Transformers practice - AclImdb emotion classification using local data

This article uses https://huggingface.co/models Bert base uncased pre training model and aclImdb dataset Conduct actual combat. Partial library version transformers==4.17.0torch==1.11.0datasets==2.0.0 Data introduction AclImdb – v1 Dataset is a large movie review dataset for binary emotion classification, which covers more data than t ...

Posted by Stephen68 on Fri, 01 Apr 2022 10:13:07 +0300

[introduction to deep learning] - pytoch realizes CIFAR10 image classification task test set, with an accuracy of 95%

preface Share the image classification task I did on the CIFAR10 dataset during my introductory in-depth study last year, using several mainstream backbone networks. I hope it can provide a convenient and easy to understand reference tutorial for comrades who also want to introductory in-depth study.   Introduction to CIFAR10 CIFAR-10 d ...

Posted by bigdspbandj on Thu, 31 Mar 2022 08:13:40 +0300

What you need to know when learning Keras

What you need to know when learning Keras This paper is based on Chapter 7 of Deep Learning with Python. I hope I can remember these codes by heart. Don't type two lines at a time to check OTZ. Create network structure Guide Package from keras import layers, Input from keras.models import Sequential, Model Creating a basic network using ...

Posted by fonecave on Thu, 31 Mar 2022 00:48:44 +0300

Summary of some topics in the Python linked list of Blue Bridge Cup

Blue Bridge Cup Python topic sorting - linked list The following topics are selected from Blue bridge cloud course: https://www.lanqiao.cn/courses/5456 LeetCode: https://leetcode-cn.com/problemset/all/ LeetCode83: delete duplicate elements in the sorting linked listSword finger offer22: delete duplicate items in the linked listSword fing ...

Posted by simonb on Wed, 30 Mar 2022 14:36:43 +0300