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preface This article was written on July 15, 2021. If there is an error in the configuration according to the method in this article, please pay attention to whether it is too far away from the writing time. Make sure your PC graphics card is NVIDIA. This article does not apply to AMD graphics cards and Intel integrated graphics cards. 1, Up ...

OpenVINO computer vision model acceleration tutorial 1, Foundation 1. OpenVINO introduction OpenVINO is the first version released in May 2018. Why choose this time? Before that, deep learning was very popular. There were many computer vision frameworks. Before deep learning, such as opencv and matlab, there were these computer vision develo ...

§ 01 job handling In the autumn of 2021 artificial neural network The course consists of two classes: Internal courses of Tsinghua University;Courses of Shenzhen Research Institute; 1.1 operation requirements There are four assignments and a course paper in the whole semester. 1.1.1 requirements for four operations Neu ...

When it comes to anomaly detection, the main challenge is that it is difficult to define anomalies. For example, how can we define and predict abnormal network intrusion, system defects and security fraud? If known exception data has been marked, we can choose from the various types of supervised machine learning models (see the link below fo ...

1. Experimental purpose This notebook is used for the following purposes: Training a single model on multiple time seriesThe pre training model is used to obtain the prediction of any time series not seen during trainingTraining and using models using covariates 2. Guide library # fix python path if working locally from utils import fix_pyt ...

Analysis of Checkpoint mechanism of PyTorch This article has authorized the platform of the polar city and is the official account of the polar platform. No second reprint is allowed without permission Original link: https://www.yuque.com/lart/ugkv9f/azvnyg PyTorch provides a very convenient way to save video memory, which is the Checkpoint m ...

This article mainly introduces how to use Darknet to train your own data set under windows. The model uses yolov4 tiny, and the data set uses your own garbage classification data set (self access required: there are in the resources I upload) PS: This is my first blog. If there are deficiencies, please correct them. Thank you! Knowledge summar ...

Today I learned about the perceptron. The code is below and summarizes several problems. 1. Difference between MLP multi-layer perceptron and SVM support vector machine: 1.MLP needs to set W and b, but SVM is not sensitive to parameters, so it is relatively convenient;2.SVM is more explanatory in mathematics;3.SVM optimization is relatively eas ...

One hot coding of category tensors by PyTorchThis article has authorized the platform of the polar city and is the official account of the polar platform. No second reprint is allowed without permissionOriginal document: https://www.yuque.com/lart/ugkv9f/src5w8Code warehouse: https://github.com/lartpang/CodeForArticle/tree/main/OneHotEncoding.P ...

Thesis reading preparation Preliminary knowledge reserve Learning objectives Thesis Guide Research background, achievements and significance of this paper Research background Application scenarios of emotion classification task: comment analysis, data mining analysis, public opinion analysis Emotion classification based on m ...