capsule networks

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"Understanding Matrix Capsules with EM Routing (Based on Hinton ' s capsule Networks)"

This article covers the second Hinton ' capsule network the Matrix paper and EM capsules, Routing both by authored E Hinton, Sara Sabour and Nicholas frosst. We would cover the matrix capsules and apply EM (expectation maximization) routing to classify images with different Viewpoints. For those want to understand the detail implementation, the second half of the article covers a implementation on the mat Rix caps

TensorFlow implementation of capsule network (capsule network)

Now we all know that Geoffrey Hinton's capsule Network (capsule network) shook the entire AI field, pushing the limits of convolution neural networks (CNN) to a new level. There are already a lot of posts, articles and research papers on the web that discuss the theory of capsule n

Machine learning Combat: identification of traffic signs with capsule network

Everyone seems to be excited about the new neural network architecture of the Capsule Network (capsnet), I am no exception, can not help to use the capsule network to establish a road side traffic signs identification system, this article is the introduction of this process, of course, also includes some basic concepts of the capsule network elaborated. The proje

Pod film capsule

Capsule capsule/?kæpsju?l/ CET6 TEM4 one star N-count a capsule is a very small tube containing powdered or liquid medicine, which you swallow. Capsules (of charge) The capsule is a mucous substance that is surrounded by some bacteria outside the cell wall, usually composed of sugars and polypeptides.Pod Film (

Paste: how many viruses does "Poison capsule" have?

◇ syntaxes (www.xys.org) (xys6.dxiong.com) (xys.ebookdiy.com) (xys2.dropin.org) ◇ Http://xys6.dxiong.com/xys/netters/Fang-Zhouzi/xinhua/chromium.txt "Poison capsule" has many drugs? · Fang zhouzi-a recent media survey found that some enterprises use quicklime to treat leather waste for bleaching, bleaching, and cleaning, boil it into industrial gelatin, and sell it to pharmaceutical capsule manufacturers.

Minimalist notes: Dynamic Routing Between Capsule

Minimalist notes: Dynamic Routing Between Capsule Capsule The first bullet, is a capsule simple demo, in order to prove that capsule can be used. If the traditional neural network neurons are scalar neurons, capsule can be understood as tensor neurons (2 dim of Spatial 1

Ray-capsule Detection of collision detection

Capsule ray detection and cylinder similar, only the upper and lower two faces replaced by two hemispheres, the code is slightly different.Capsule type definitionpublic class Capsule:ngeometry {public Vector3 p0; Public Vector3 p1; public float radius; Public Capsule (Vector3 _p0, Vector3 _p1, float _radius) : Base (geometrytype.capsule) { p0 = _p0

Enhance the luster of capsule with fireworks

Yesterday, a new study of a capsule, this capsule can enhance the FW of the production of graphics when the ability to light, not deceptive oh, do not believe you can try The first thing to think about is perspective. But this capsule than the last in the blue hair in the "detailed three-dimensional Crystal logo tutorial" is much easier, in this do n

"Unity" 11.3 Basic collider (box, sphere, capsule, mesh)

button on the right to eject the physical Material selection dialog box.(3) CenterCenter. The position of the collision body in the object's local coordinates.2, spherical collision body (Sphere Collider)Spherical Collider (Sphere Collider) is a basic spherical collision primitive. Sphere collision body Three-dimensional size can be evenly adjusted, but not individually adjust the size of an axis direction, the collision body for falling stone, table tennis and other game objects.(1) is Trigge

Bzoj 2753 ski with time capsule

2753: [SCOI2012] Ski with time capsule limit:50 Sec Memory limit:128 MBsubmit:2006 solved:710[Submit] [Status] [Discuss] Descriptiona180285 is very fond of skiing. He came to a snowy mountain, where M-rails and N-track intersections (and also attractions) are distributed, and each attraction has a numbered I (13 33 2 11 2 12 3 11 3 10Sample Output3 2HINT"Data Range"For 30% of data, ensure 1For 100% of data, ensure 1For all data, guarantee the

bzoj2753: [SCOI2012] ski with time capsule

2753: [SCOI2012] Ski with time capsule limit:50 Sec Memory limit:128 MBsubmit:2060 solved:720[Submit] [Status] [Discuss] Descriptiona180285 is very fond of skiing. He came to a snowy mountain, where M-rails and N-track intersections (and also attractions) are distributed, and each attraction has a numbered I (13 33 2 11 2 12 3 11 3 10Sample Output3 2HINT"Data Range"For 30% of data, ensure 1For 100% of data, ensure 1For all data, guarantee the

bzoj2753: [SCOI2012] ski with time capsule

;}structEdge {intu,v,d; }E[MAXM];intH[MAXN],F[MAXN];intG[maxn],v[maxm],next[maxm],eid;intres1,n,m;Long LongRes2;BOOLVIS[MAXN];intQ[maxm],l,r,u;voidAddedge (intAintb) {V[eid]=b; Next[eid]=g[a]; g[a]=eid++;}BOOLCMP (Edge A,edge b) {if(H[A.V]!=H[B.V])returnH[a.v]>H[B.V]; returna.dB.D; }intFindintx) {returnf[x]==x?x:f[x]=find (F[x]);} intMain () {memset (g,-1,sizeof(g)); N=read (); m=read (); for(intI=1; iread (); for(intI=1, u,v;i) {u=read (); V=read (); E[i].d=read (); if(h[u]>=H[v]) Addedge (U,

"Coffee Equipment" Wacaco Minipresso Portable coffee machine (coffee powder version, Capsule edition)

Before see houjy527 Post said to start a Minipresso capsule version, think up this goods is a good toy, travel must jiapin (unfortunately I have never been poor)Minipresso design is very good, simply can't more convenient ~ below is houjy527 June's figure (invasion delete):As can extract ESP East, ≈500 soft sister coin (from HK) Price is not high, official website 49 dao (not calculate freight), but! capsule

Bootstrap--Table menu and Capsule menu

bootstrap– Table menu and Capsule menu 1. Create a new html/jsp 2. Import Bootstrap.css in a new html/jsp 1. CREATE Table menu Reference Class:nav nav-tabs Li's class = "Active" indicates that the menu option is selected by default Effect: 2). Create a Water capsule menuReference Class:nav Nav-pills class = "Active" in Li indicates that the menu option is selected by default Effect: 3). Create Vertical

Bootstrap Experience Example: label with drop-down menu and capsule navigation

HTML5 Front EndBootstrap Experience Example: label with drop-down menu and capsule navigation

Sphere of mathematical graphics, elliptical sphere, capsule body, and spam.

second dimension of the ball to obtain the Arc Surface. vertices = dimension1:36 dimension2:72u = from 0 to (2*PI) dimension1v = from (PI*0.1) to (PI*0.5) dimension2r = 10.0x = r*cos(v)*sin(u)y = r*sin(v)z = r*cos(v)*cos(u) (5) elliptical sphere #http://www.mathcurve.com/surfaces/ellipsoid/ellipsoid.shtmlvertices = D1:100 D2:100u = from 0 to (2*PI) D1v = from (-PI*0.5) to (PI*0.5) D2a = rand2(1, 10)b = rand2(1, 10)c = rand2(1, 10)x = a*cos(v)*sin(u)y = b*sin(v)z = c*cos(v)*cos(u) (6) Capsu

Create mascot capsule V3 smoke effect

Author: numenzq Source: http://www.j2medev.com/Article/ShowArticle.asp? ArticleID = 1096 Original address link This example demonstrates how to create smoke effects without using the advanced particle engine. It is mainly implemented using some transparent texture Sprite. And let these genie move up, clockwise or counter-clockwise. The advantage of this is that the genie is always on the camera. Although this example is implemented in mascot capsule

Bayesian Networks (also known as Bayesian belief networks or belief networks)

Naive Bayesian classification has a restrictive condition, that is, feature attributes must be conditional independent or basic independent (in fact, in practical applications almost impossible to complete independence) A Bayesian network definition consists of a direction-free graph (DAG) and a set of conditional probability tables . Each node in the DAG represents a random variable, which can be directly observed or hidden, while a directed edge represents a conditional dependency between

Introduction to the integration of smart optical networks and Traditional transmission networks (1)

With the gradual application of smart optical network ASON, the transmission network will gradually increase the number of intelligent network elements. As operators have invested heavily in the traditional SDH network, in order to protect the original investment and realize the smooth evolution of the traditional optical transmission network to ASON, the intelligent network and traditional devices will coexist for a long time, the interoperability between the two is inevitable. Therefore, the i

"Neutron" Tenant Networks vs. Provider Networks

OpenStack's neutron defines two main types of network--tenant networks and provider networks. OpenStack administrators must decide how their neutron network deployment strategy will use--tenant networks, provider networks, or some combination of both.This section describes the unique challenges posed by the tenant netw

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