[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

[hands on learning pytorch notes] 15 Batch normalized BatchNorm (BN)

BatchNorm(BN) Encountered a problem The loss function is at the end, and the later layer is trained faster Data entry is at the bottom The front layer trains slowly As soon as the front floor changes, everything has to change The last layer needs to be relearned many times Slow convergence Can we avoid changing the top layer wh ...

Posted by pramodv on Tue, 29 Mar 2022 18:26:24 +0300

Interesting open source monthly "Hello GitHub" No. 72

Interest is the best teacher. HelloGitHub makes you interested in programming! brief introduction Hello GitHub shares interesting, entry-level open source projects on GitHub. https://github.com/521xueweihan/HelloGitHub There are practical projects, introductory tutorials, black technology, open source books, large factory open sour ...

Posted by moallam on Mon, 28 Mar 2022 06:47:08 +0300

Deep learning classic network analysis: DenseNet

1. Background introduction    DenseNet is CVPR's Best Paper in 2017. It breaks away from the stereotype of deepening the number of network layers (ResNet) and widening the network structure (Inception) to improve the network performance. From the perspective of features, through feature reuse and bypass setting, it not only great ...

Posted by MattG on Sun, 27 Mar 2022 04:05:43 +0300

Train an AI to write poetry

Data set source: Chinese Poetry Generation with Recurrent Neural Networks I preface Recently, I came across a course task of NLP text generation. I just sorted it into a blog. After reading this article, you will be able to learn to use neural network model to write poetry. If you don't say much, please see the following. II Data set preproc ...

Posted by dannyluked on Sat, 26 Mar 2022 11:38:13 +0300