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How to train the last layer of inception new category

Original:How do I train the last layer of the inception new category? Modern object recognition models have millions of parameters that can take weeks to fully train. Learning Migration is a shortcut to a lot of such work to fully train the pattern of a group of classes such as Imagenet, and retrain new classes from existing weights. In this example, we'll start with the last layer of retraining, and let all the rest be the same. For more information

Inception Open Source Announcement

About InceptionMySQL statement audit, in the industry has been basically recognized, in fact, is the MySQL statement of the Unification, standardization, and the previous manual review, the issue of standards is actually very difficult, the more standard, the more tired DBA, the more tired development.So in this era of the pursuit of automation operations, audit must keep pace, so inception was born. and inception

Initial Development of Cardboard VR (III): cardboard Vr

Initial Development of Cardboard VR (III): cardboard VrInitial Development of Google Cardboard virtual reality glasses (III)Use Cardboard SDK for Unity Demo for subsequent development In the previous article, we imported the Cardboard SDK and ran the Demo. This time, I will teach you how to use this Demo to create a scenario of your own, put your model into the scenario, and use virtual reality glasses for viewing and even operations. In fact, as long

Going deeper with convolutions (Googlenet, Inception)

Starting with LeNet-5, CNN has a standard structure: stacked convolutional layers is followed by one or more fully-connected layers. For imagenet This large data set, the trend is to increase the number of layers and the size of the layer, with dropout to solve the overfitting.1x1 convolution cores are used extensively in inception, two functions: dimension reduction and rectified linear activation (i.e. increasing nonlinearity)The most straightforwar

TensorFlow series: How to use inception ResNet v2 Network

First, the foreword recently in the Inception V3 and Inception ResNet v2 These two networks, these two network architectures I don't think I said more, Google produced. By fusing the feature map of different scales to replace the nxn convolution by 1xn convolution kernel nx1 convolution, the computational volume is effectively reduced, and the computational volume is reduced by using multiple 3x3 convolutio

Panorama VR video outsourcing company: Long-term VR Panorama video outsourcing (technology sharing YouTube 360 Panorama video)

Although it's a bit late than expected, YouTube is finally supporting 360-degree video, which should appeal to VR enthusiasts. This January, Google said the feature will appear in the "next" few weeks. Now there are some panoramic videos on YouTube, and there will be more video in the future as the cameras go public. The 360-degree video is characterized by the ability to move the viewing angle during the viewing process, which is more shocking and in

VR custom development, AR Custom Development (for many years to undertake virtual reality, augmented reality applications, VR game Custom Development, Beijing company, can sign contracts)

looking at a block, the block will turn from red to green, and the block will change from green to red when looking away from the block. At the foot there are three buttons, respectively Reset: Reset the block back to its original position Recenter: Back to the center of the left and right direction VR mode: Turn VR on or off (split screen or not) We see that this dem

Provide VR custom development, AR Custom development (VR game customization, application customization)

. Multiple objects using the same map of the baking light and shadow treatmentBecause when we import the FBX file into the Unity3d editor, we use the map to generate the material file, so when multiple objects use the same map error occurs, modify any of the material settings, other objects that use the map will be affected, The workaround is to generate a new material with the map in the Unity3d editor and then pay the current object again.27. Change the object's material type in the U3d editor

33-Language Primer -33-Inception space

Title address: http://acm.nyist.net/JudgeOnline/problem.php?pid=125??Description"Inception" is a wonderful film, in this movie,Cobbso that people can enter the dream, the time in the dream will be much faster than the real time, here assume that the real3minutes, in a dream.1hours. However,Cobbusing potent sedatives, they can enter a second-level dream from a first-level dream, or even into a three-story, four-story dream, each of which produces the s

Python 3 connection inception problem with Pymysql

Tags: inception;pymysqlPymysql connection inception, the value error problem occurs when judging the version.The reason is that pymysql through '. ' Split, but the inception version information is like this./mysql-vVer 14.14 Distrib Inception2.1.50, for Linux (x86_64) using Editline WrapperThe version of Oracle MySQL is:MySQL Ver 14.14 distrib 5.7.18, for Linux (

Don't change the changes-I read "Inception" ("stolen dream space")

The most popular movie recently is "inception. Shortly after the release, IMDB scored 9.3 and ranked third!I also went to the cinema to watch this film. It can be said that this film is worthy of the money I paid for the movie, the plot is very attractive, the scene is hot enough, it is a very good movie, it is worth watching in the cinema. However, I personally think that this movie is far from worthy of its scores and rankings in IMDB!First, there i

Chaotic mathematics: Lu Chen's inception

Lu Chen Attractor, also known as Lu attractor, is a researcher at the Institute of Mathematics and System Science, Chinese Emy of Sciences in 2002.The findings and analysis of Jinhu Lu, suchun Zhang, and guangrong Chen, a professor at the Department of Electronic Engineering at the City University of Hong KongA new type of sound source between Lorenz attraction and Zeiss circuit.The change of the control parameters is characteristic of the LVS. Lv's Wang's equation:Frac {dx (t)} {DT} = A * (Y (t

Photoshop design to create a movie poster for the inception of the Dream Space

The recently released film inception is defined as the "contemporary action sci-fi film that takes place within the structure of consciousness," in the film completely rid of gravity of the giant water column and the human body, can be folded 90 degrees of urban land, starring the same hamster in the pulley difficult to shuttle the lens, are amazing. In this tutorial we will produce the tumbling architectural effects of the Paris streets in movie post

Program recursion and the inception of the Dream Room

have been busy all the time, until now, pinch to count, "Inception" has been released one months. How could I have the heart to put such an important movie on the computer? Last week on the first day of the national day to go to town to see, at night, the movie tickets are ready to rush. As a result, the rain this morning to wake me up, I look out of the window, thinking now into a city is very difficult to see a movie is more difficult. Fortunately

Deep interpretation of Googlenet's inception V1

, because the number of output filters equals the number of filters in the previous phase, which can lead to unavoidable parameter expansion.bIn order to solve the problem of too many parameters, 1x1 convolution is introduced in inception. 1x1 convolution has the following two benefits:(1) Most importantly, 1x1 convolution plays a role in dimensionality attenuation, removing the computational bottleneck. Assuming that the original

The difference between VR, AR, and Mr

VR, AR, Mr Definition: virtual reality, augmented reality, mixed realityVR What is virtual reality?Virtual reality (fictitious Reality, referred to as VR, also translated virtual reality, illusion) is a high-tech in recent years, also known as virtual reality technology or artificial environment. Virtual reality is the use of computer simulation to produce a three-dimensional virtual world, providing users

24 basic indicators (19)-VR

Volume ratio indicator-VR VR indicators are also called turnover rate indicators, quantity indicators, or capacity indicators. They are all called volume ratio in English and are short-term technical analysis tools focusing on the relationship between volume and price. Section 1 principles and calculation methods of VR indicators I. Principles of

What VR brings to traditional TV is not the bad news, but the gospel

In the recent "National Beauty Girl" reality show program finals, Youku potatoes using VR technology to live live in the finals, so that the vast number of Internet users for the first time to see the program through the Web experience comparable to the scene of shocking visual effects. This move is to create a comprehensive VR live the precedent, but also set off the entire domestic market, the

TensorFlow inception V3 based multi-label classification retrain__ machine learning

This article refers to http://blog.csdn.net/Numeria/article/details/73604339and reference to open source code github Links: https://github.com/BartyzalRadek/Multi-label-Inception-net One, prepare training data 1. Download Data setThis article uses the open source data set of Nanjing University (click to download: Http://lamda.nju.edu.cn/files/miml-image-data.rar)The dataset contains 2000 images, 5 classes, namely desert, mountains, sea, sunset, trees.

"The Dream of Dali" launches app, takes you into VR surreal paintings _ar

At the beginning of 2016, the Dali Museum in St. Petersburg, the opening of VR exhibition, visitors wear Oculus Rift head, you can feel people in the middle of the feeling of painting. Now the Dali Museum is working with VR startups inception to bring this magical exhibition to the world. Dali Museum and Inception a

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