[secretly kill little partner pytorch for 20 days] - [day4] - [example of time series data modeling process]

System tutorial Take pytoch in 20 days Recently and Middle brother,Huige Carry out a small punch in activity, 20 days pytorch, which is the fourth day. Welcome to triple click. The outbreak of the novel coronavirus pneumonia in 2020 has caused many aspects of the lives of people of all countries. Some students are income, some students ...

Posted by Gast on Tue, 15 Feb 2022 15:58:46 +0100

YoloV5 actual combat: teach object detection by hand

Abstract: YOLOv5 is not a single model, but a model family, including YOLOv5s, YOLOv5m, YOLO This article is shared from Huawei cloud community< YoloV5 actual combat: teach object detection by hand -- YoloV5 >, author: AI Hao. abstract Strictly speaking, yoov5 is not the fifth version of YOLO, because it has not been recognized by ...

Posted by Scarum on Tue, 15 Feb 2022 10:49:55 +0100

PyTorch | how to save and load the PyTorch model?

preface This article is reproduced in PyTorch deep analysis: how to save and load PyTorch model? The saving and loading methods of PyTorch model are explained in detail.   catalogue preface 1. You need to master three important functions 2 state_dict 2.1 state_ Introduction to Dict 2.2 saving and loading state_dict (already trained, no ...

Posted by mobilephp on Tue, 15 Feb 2022 05:19:15 +0100

Introduction to PyTorch's deep learning practice notes 13 - Advanced chapter of cyclic neural network - Classification

stay Introduction to PyTorch's deep learning practice notes 12 - Fundamentals of circular neural network RNN is briefly introduced in. In the next 13 lectures, we introduce an application of neural network: implementing a classifier of cyclic neural network. 1 RNN Classifier – Name Classification Use RNN as a classifier. Look at this que ...

Posted by bri4n on Mon, 14 Feb 2022 14:32:15 +0100

Fine tune the target detection model based on torchvision 0.3 (official tutorial of pytorch)

In this tutorial, we will fine tune the pre trained Mask R-CNN for pedestrian detection and segmentation in Penn Fudan database Model. It contains 170 images and 345 pedestrian instances. We will use it to illustrate how to use the new function in torchvision Yes, so as to train the instance segmentation model on the user-defined data set. ...

Posted by sofasurfer on Mon, 14 Feb 2022 07:19:08 +0100

Clothing generation project

Please click here View the basic usage of this environment Please click here for more detailed instructions. Project Name: clothing generation (mainly in the field of semantic generation, GAN) Today, I solemnly launched my clothes generation project. Let's applaud. Based on the thesis semantically multi modal image synthesis, I have exp ...

Posted by furma on Sat, 12 Feb 2022 01:59:23 +0100

Simple copy and paste data enhancement

Idea: operate with subscript value Firstly, the mask of the candidate target in the original image is extracted Here are some points to note: We operate by subscript, so we don't need to get the pixel value of the original image. Only the subscript of the corresponding pixel value of the original image can be obtainedWhen getting the subscri ...

Posted by _OwNeD.YoU_ on Fri, 11 Feb 2022 07:57:30 +0100

Introduction notes to deep learning and pytoch

1, Basic operation Chinese document of pythonPytorch https://pytorch-cn.readthedocs.io/zh/latest/package_references/torch-optim/ 1, Anaconda basic operation 1,use conda establish Python Virtual environment (in) conda prompt (completed in environment) conda create -n environment_name python=X.X 2,Activate virtual environment (in) conda prom ...

Posted by cwetherbee on Fri, 11 Feb 2022 01:10:15 +0100

Getting started with pytorch lightning - getting started

PyTorch Lightning is windy recently. Let's see why it's so hot 🔥 This article is mainly about what pytorch lighting is, what its advantages are, and the main structure of the code. Specific details and cases are given later. 1 what is pytorch lighting PyTorch lighting (pl for short) is actually a lightweight PyTorch library and a lightw ...

Posted by fleabay on Thu, 10 Feb 2022 18:44:48 +0100

[pytorch basics] Tensor and its basic operation

This article is reproduced from: https://zhuanlan.zhihu.com/p/36233589 Record learning only~ summary This chapter is just a summary of the routine operation of pytorch. It's good to have an impression in your mind. You know that there is such a thing. You can look at it in detail when you need it. In addition, you still need to use it in prac ...

Posted by ralba1998 on Thu, 10 Feb 2022 14:49:49 +0100