Deep learning

BN layer pytorch realization

# Created by Xky at 2019/11/29import timeimport torchimport torchvisionimport torch.nn as nnimport sysimport torchvision.transforms as transformsfr...
2019-11-29 14:12 views 31

【TensorFlow】 use RNN Forecast time series

There is a time series international-airline-passengers.csv, How do you use it? RNN To predict ? This paper elaborates on it in detail . This time...
2019-08-07 17:17 views 32

Analysis of the specific application of artificial intelligence in reality

What is artificial intelligence ? artificial intelligence （Artificial Intelligence）, The English abbreviation is AI, It's research , Human intel...
2019-08-07 14:50 views 31

Deep learning 5： Using the pre training model （1）

If the data set is too small, no matter how it is processed , There are always fitting problems , So that the accuracy will not be so high , So it...
2019-07-27 09:23 views 28

【 Deep learning 】 Target detection in progress IOU The concept and calculation of

In the process of target detection , An important concept is that IOU. General reference model predicted bbox and Groud Truth The comparison ...
2019-06-10 11:59 views 51

The accuracy of training model is very high , But the accuracy of verification set is very low

The process of training map is as follows ： Training results ： Training loss Very low , And the accuracy rate is already very high , But on the va...
2019-06-01 18:11 views 26

Talking about machine learning ——TF-IDF algorithm （ Principle and code implementation ）

TF-IDF The concept of TF-IDF yes Term Frequency - Inverse Document Frequency Abbreviation for , Namely “ word frequency - Reverse text frequency ”....
2019-05-16 14:51 views 38

《 From machine learning to deep learning 》 note （2） Unsupervised learning

The premise of supervised learning to solve the classification problem is that there must be a sample set with label data , But the price of getti...
2019-04-22 14:10 views 42

stay MATLAB 2018 Time series prediction with deep learning

< This article is translated from matlab Help document , It is my understanding and summary of this method > This example shows how to use LS...
2019-04-16 09:19 views 58

What is it L2 Norm

Recently, there is such a structure in the paper ： There is one after pooling l2-norm.norm yes normalization Abbreviation for .ok, Let's see what ...
2019-01-18 19:31 views 23
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