<snapdata remixID="8703040"><project name="00-deepdemo-cv" app="Snap! 5.1, http://snap.berkeley.edu" version="1"><notes>NEURAL NETWORK IS BUILD BY CHAINING MANY DIFFERENT CONVOLUTION FILTERS TO PROCESS EACH PICTURE -NAMED CONVOLUTION - TO FINALLY PROVIDE AT THE END ONE ONLY VECTOR.&#xD;CONVOLUTION CAN CHANGE PICTURE SIZE OR APPLY FILTERS.</notes><thumbnail>data:image/png;base64,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</thumbnail><stage 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struct="atomic" id="2"></list></costumes><sounds><list struct="atomic" id="3"></list></sounds><variables></variables><blocks></blocks><scripts></scripts><sprites><sprite name="tuto" idx="5" x="-213.99999999999966" y="172.00000000000003" heading="327" scale="1" volume="100" pan="0" rotation="1" draggable="true" hidden="true" costume="0" color="170.85000000000002,0,123.01199999999997,1" pen="tip" id="8"><costumes><list struct="atomic" id="9"></list></costumes><sounds><list struct="atomic" id="10"></list></sounds><blocks></blocks><variables></variables><scripts><script x="340" y="15"><block s="hide"></block></script><script x="20" y="23"><custom-block s="A-Introduction"><comment w="196" collapsed="false">Open any block to read documentation.</comment></custom-block><custom-block s="B-Convolution"></custom-block><custom-block s="C-Dcnn&amp;Snap!"></custom-block><custom-block s="D-Image Reduction Layer"></custom-block><custom-block s="E-Kernel Layer"></custom-block><custom-block s="F-Pool 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" 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" 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" id="213"/></item><item><costume name="V Lines" center-x="33" center-y="33" 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" id="214"/></item><item><costume name="Identity" center-x="33" center-y="33" 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" id="215"/></item><item><costume name="Edge detect" center-x="33" center-y="33" image="data:image/png;base64,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" id="216"/></item><item><costume name="Sharpen" center-x="33" center-y="33" 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" id="217"/></item><item><costume name="Darken" center-x="33" center-y="33" 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" id="218"/></item><item><costume name="Lighten" center-x="33" center-y="33" 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" id="219"/></item><item><costume name="Line detection" center-x="33" center-y="33" 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" id="220"/></item><item><costume name="output" center-x="33" center-y="33" image="data:image/png;base64,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" id="221"/></item><item><costume name="Lighten" center-x="33" center-y="33" image="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAEIAAABCCAYAAADjVADoAAAAp0lEQVR4Xu3YwQmAMBREweRiffZi/+ghXgQJr4CxhOXvsGaex3UP35iCWFcgiLcNghDEF0YX4SJcxO9YUA3VUA3V2P1JMIIRjGAEI8J7CyxhCUtYwhKWIQFYwhKWsAxUWJawhCUsYQnLkAAsYQlLWAYqLEtYwhKWsIRlSACWsIQlLAMVliUsYQlLWMIyJABLWMISloEKyxKWsIQlLGEZEoAlLGG5K8oDed510+hBRzoAAAAASUVORK5CYII=" id="222"/></item></list></costumes><sounds><list struct="atomic" id="223"></list></sounds><blocks></blocks><variables></variables><scripts><script x="48" y="131"><custom-block s="E-Kernel Layer"></custom-block></script><script x="161" y="131"><block s="clear"></block></script><script x="210" y="130"><block s="show"></block></script><script x="263" y="131"><block s="hide"></block></script><script x="310" y="127"><custom-block s="%s of %obj"><l>width</l><custom-block s="current costume"></custom-block></custom-block></script><comment x="344" y="175" w="297" collapsed="false">This chapter show how filters are used to apply changes to a picture. By using many filters jointly specific features of input picture are proressevely identified</comment><script x="47" y="172"><custom-block s="filters"></custom-block></script><script x="48" y="223"><block s="doSwitchToCostume"><l>input</l></block><block s="doSetVar"><l>pix</l><custom-block s="$flash fmap %repRing %l"><block s="reifyReporter"><autolambda><block s="reportListItem"><l>1</l><l/></block></autolambda><list></list></block><custom-block s="%s of %obj"><l>pixels</l><custom-block s="current costume"></custom-block></custom-block></custom-block></block><block s="doDeclareVariables"><list><l>filt</l></list></block><block s="doSetVar"><l>filt</l><l>5</l></block><custom-block s="auto sz %s nm %s"><l>66</l><block s="reportListItem"><l>1</l><block s="reportListItem"><block var="filt"/><block var="filters"/></block></block></custom-block><custom-block s="mkconv %s"><block var="filt"/></custom-block><block s="doSwitchToCostume"><l>Lighten</l></block><custom-block s="update %obj with %l"><custom-block s="current costume"></custom-block><block var="fin"/></custom-block><block s="show"></block><block s="setScale"><l>400</l></block></script><script x="118" y="175"><block s="doSetGlobalFlag"><l><option>flat line ends</option></l><l><bool>true</bool></l></block></script><script x="20" y="10"><block s="doSetVar"><l>fin</l><block s="reportNewList"><list></list></block></block><block s="doSetVar"><l>pix</l><block s="reportNewList"><list></list></block></block><block s="doSetVar"><l>selc</l><block s="reportNewList"><list></list></block></block></script></scripts></sprite><sprite name="pool" idx="3" x="-2.2737367544323206e-13" y="0" heading="90" scale="6" volume="100" pan="0" rotation="1" draggable="true" hidden="true" costume="2" color="0,143.61599999999999,163.20000000000002,1" pen="tip" id="304"><costumes><list id="305"><item><costume name="input" center-x="33" center-y="33" 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" id="306"/></item><item><costume name="pool45" center-x="22.5" center-y="22.5" 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BnNkGsBeSxAQAAAAASUVORK5CYII=" 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s="doSetVar"><l>fin</l><custom-block s="poolconv pix %s str %s"><block var="pix"/><l>2</l></custom-block></block><block s="doSwitchToCostume"><l>pool45</l></block><custom-block s="update %obj with %l"><custom-block s="current costume"></custom-block><block var="fin"/></custom-block><block s="gotoXY"><l>0</l><l>0</l></block><block s="setScale"><l>600</l></block><block s="show"></block></script></scripts></sprite><sprite name="reducatrou" idx="4" x="0" y="0" heading="90" scale="4" volume="100" pan="0" rotation="1" draggable="true" costume="3" color="252,255,240,1" pen="tip" id="364"><costumes><list id="365"><item><costume name="kitten200" center-x="100" center-y="100" 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" 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" 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" id="368"/></item></list></costumes><sounds><list struct="atomic" id="369"></list></sounds><blocks></blocks><variables></variables><scripts><script x="648" y="129"><block s="doSetVar"><l>fin</l><block s="reportNewList"><list></list></block></block><block s="doSetVar"><l>pix</l><block s="reportNewList"><list></list></block></block><block s="doSetVar"><l>selc</l><block s="reportNewList"><list></list></block></block><block s="doSetVar"><l>layers</l><block s="reportNewList"><list></list></block></block></script><script x="212" y="135"><block s="show"></block></script><script x="272" y="135"><block s="clear"></block></script><script x="10" y="127"><block s="doSetGlobalFlag"><l><option>turbo mode</option></l><l><bool>true</bool></l></block></script><script x="368" y="129"><custom-block s="K-Kernel atrou"></custom-block></script><script x="383" y="202"><custom-block s="I-Parameters"></custom-block></script><script x="17" y="210"><block s="doSetVar"><l>par</l><custom-block s="parconv ni %s str %s fsz %s mt %s co %s"><l>200</l><l>3</l><l>3</l><l>30</l><l>par</l></custom-block></block><block s="doSwitchToCostume"><l>kitten200</l></block><block s="doSetVar"><l>pix</l><custom-block s="%s of %obj"><l>pixels</l><custom-block s="current costume"></custom-block></custom-block></block><block s="doSetVar"><l>selc</l><custom-block s="parconv ni %s str %s fsz %s mt %s co %s"><l>200</l><l>3</l><l>3</l><l>30</l><l></l></custom-block></block><block s="doResetTimer"></block><block s="doSetVar"><l>fin</l><custom-block s="fullconv"></custom-block></block><block s="doSwitchToCostume"><l>XL66</l></block><custom-block s="update %obj with %l"><custom-block s="current costume"></custom-block><block var="fin"/></custom-block><block s="gotoXY"><l>0</l><l>0</l></block><block s="show"></block><block s="setScale"><l>400</l></block></script><script x="68" y="160"><custom-block s="auto sz %s nm %s"><l>66</l><l>XL66</l></custom-block></script><script x="159" y="128"><block s="hide"></block></script><script x="20" y="10"><block s="doSetVar"><l>fin</l><block s="reportNewList"><list></list></block></block><block s="doSetVar"><l>pix</l><block s="reportNewList"><list></list></block></block><block s="doSetVar"><l>selc</l><block s="reportNewList"><list></list></block></block></script></scripts></sprite><watcher scope="Stage" s="getTimer" style="normal" x="0" y="0.3291015624999929" color="4,148,220" hidden="true"/><watcher scope="reduc" s="getCostumeIdx" style="normal" x="1.1328125000005684" y="0.109375" color="143,86,227" hidden="true"/><watcher var="selc" style="normal" x="5.359374999999886" y="1.3437501249999855" color="243,118,29" hidden="true"/><watcher var="fin" style="normal" x="2.203125" y="0" color="243,118,29" hidden="true"/><watcher var="par" style="normal" x="4.374999999999886" y="1.75" color="243,118,29" hidden="true"/><watcher var="filters" style="normal" x="25.000000000000114" y="189.99999999999997" color="243,118,29" hidden="true"/><watcher var="pix" style="normal" x="19.5" y="29.468749937500014" color="243,118,29" hidden="true"/><watcher var="sum" style="normal" x="22.3125" y="490.3808593710937" color="243,118,29"/></sprites></stage><hidden></hidden><headers></headers><code></code><blocks><block-definition s="unfold m %&apos;mm&apos;" type="reporter" category="sound"><header></header><code></code><translations></translations><inputs><input type="%l"></input></inputs><script><block s="doDeclareVariables"><list><l>lisa</l><l>a</l><l>b</l><l>d</l></list></block><block s="doSetVar"><l>lisa</l><block s="reportNewList"><list></list></block></block><block s="doSetVar"><l>a</l><l>1</l></block><block s="doWarp"><script><block s="doRepeat"><block s="reportListLength"><block s="reportListItem"><block var="a"/><block var="mm"/></block></block><script><block s="doSetVar"><l>d</l><block s="reportListItem"><block var="a"/><block var="mm"/></block></block><block s="doSetVar"><l>b</l><l>1</l></block><block s="doRepeat"><block s="reportListLength"><block var="d"/></block><script><block s="doAddToList"><block s="reportListItem"><block var="b"/><block s="reportListItem"><block var="a"/><block var="mm"/></block></block><block var="lisa"/></block><block s="doChangeVar"><l>b</l><l>1</l></block></script></block><block s="doChangeVar"><l>a</l><l>1</l></block></script></block></script></block><block s="doReport"><block var="lisa"/><comment w="224" collapsed="false">unfold a matrix made with COGRID to give a list</comment></block></script></block-definition><block-definition s="gb %&apos;code&apos;" type="reporter" category="pen"><header></header><code></code><translations></translations><inputs><input type="%s"></input></inputs><script><block s="doDeclareVariables"><list><l>a</l><l>xinit</l><l>yinit</l><l>xx</l><l>yy</l><l>sz</l><l>nc</l><l>nl</l></list></block><block s="doSetVar"><l>sz</l><custom-block s="gz %s"><l>s</l></custom-block></block><block s="doSetVar"><l>xinit</l><block s="xPosition"></block></block><block s="doSetVar"><l>yinit</l><block s="yPosition"></block></block><block s="doSetVar"><l>xx</l><block s="reportSum"><block var="xinit"/><block s="reportQuotient"><custom-block s="gz %s"><l>w</l></custom-block><l>2</l></block></block></block><block s="doSetVar"><l>yy</l><block s="reportDifference"><block s="reportQuotient"><custom-block s="gz %s"><l>h</l></custom-block><l>2</l></block><block var="yinit"/></block></block><block s="doSetVar"><l>xx</l><block s="reportQuotient"><block s="reportDifference"><block var="xx"/><block s="reportModulus"><block var="xx"/><block var="sz"/></block></block><block var="sz"/></block></block><block s="doSetVar"><l>nc</l><block s="reportSum"><block var="xx"/><l>1</l></block></block><block s="doSetVar"><l>xx</l><block s="reportSum"><block s="reportQuotient"><custom-block s="gz %s"><l>w</l></custom-block><l>-2</l></block><block s="reportProduct"><block var="xx"/><block var="sz"/></block></block></block><block s="doSetVar"><l>xx</l><block s="reportDifference"><block var="xx"/><block s="reportQuotient"><block var="sz"/><l>-2</l></block></block></block><block s="doSetVar"><l>yy</l><block s="reportQuotient"><block s="reportDifference"><block var="yy"/><block s="reportModulus"><block var="yy"/><block var="sz"/></block></block><block var="sz"/></block></block><block s="doSetVar"><l>nl</l><block s="reportSum"><block var="yy"/><l>1</l></block></block><block s="doSetVar"><l>yy</l><block s="reportDifference"><block s="reportQuotient"><custom-block s="gz %s"><l>h</l></custom-block><l>2</l></block><block s="reportProduct"><block var="sz"/><block var="yy"/></block></block></block><block s="doSetVar"><l>yy</l><block s="reportDifference"><block var="yy"/><block s="reportQuotient"><block var="sz"/><l>2</l></block></block></block><block s="doIf"><block s="reportEquals"><block var="code"/><l>x</l></block><script><block s="doReport"><block var="xx"/></block></script></block><block s="doIf"><block s="reportEquals"><block var="code"/><l>y</l></block><script><block s="doReport"><block var="yy"/></block></script></block><block s="doIf"><block s="reportEquals"><block var="code"/><l>p</l></block><script><block s="doReport"><block s="reportSum"><block var="nc"/><block s="reportProduct"><block s="reportDifference"><block var="nl"/><l>1</l></block><block s="reportRound"><block s="reportQuotient"><custom-block s="gz %s"><l>w</l></custom-block><custom-block s="gz %s"><l>s</l></custom-block></block></block></block></block></block></script></block><block s="doIf"><block s="reportEquals"><block var="code"/><l>nc</l></block><script><block s="doReport"><block var="nc"/></block></script></block><block s="doIf"><block s="reportEquals"><block var="code"/><l>nl</l></block><script><block s="doReport"><block var="nl"/></block></script></block></script></block-definition><block-definition s="gridnew c %&apos;nc&apos; l %&apos;nl&apos; s %&apos;step&apos; d %&apos;deb&apos; j %&apos;jmp&apos;" type="reporter" category="sound"><header></header><code></code><translations></translations><inputs><input type="%s"></input><input type="%s"></input><input type="%s"></input><input type="%s"></input><input type="%s"></input></inputs><script><block s="doDeclareVariables"><list><l>a1</l><l>lisa</l><l>k</l></list></block><block s="doSetVar"><l>lisa</l><block s="reportNewList"><list></list></block></block><block s="doSetVar"><l>k</l><l>0</l></block><block s="doWarp"><script><block s="doRepeat"><block s="reportSum"><block var="nl"/><l>0</l></block><script><block s="doAddToList"><custom-block s="nblis n %s deb %s pas %s"><block var="nc"/><block s="reportSum"><block s="reportProduct"><block var="k"/><block var="jmp"/></block><block var="deb"/></block><block var="step"/></custom-block><block var="lisa"/></block><block s="doChangeVar"><l>k</l><l>1</l></block></script></block></script></block><block s="doReport"><block var="lisa"/></block></script></block-definition><block-definition s="// %&apos;com&apos;" type="command" category="motion"><header></header><code></code><translations></translations><inputs><input type="%txt"></input></inputs></block-definition><block-definition s="psc %&apos;lisa&apos; %&apos;lisb&apos;" type="reporter" category="sound"><header></header><code></code><translations></translations><inputs><input type="%l"></input><input type="%l"></input></inputs><script><block s="doReport"><block s="evaluate"><block s="reportJSFunction"><list><l>lisa</l><l>lisb</l></list><l>var sum = 0;&#xD;var result =[],&#xD;srca=lisa.asArray(),&#xD;srcb=lisb.asArray(),&#xD;len=srca.length,&#xD;i=0;&#xD;for (i=0;i&lt;len;i+=1){&#xD;sum +=srca[i]*srcb[i];}&#xD;return sum;</l></block><list><block var="lisa"/><block var="lisb"/></list></block></block></script></block-definition><block-definition s="nrgb p %&apos;pos&apos;" type="reporter" category="sound"><header></header><code></code><translations></translations><inputs><input type="%s"></input></inputs><script><block s="doDeclareVariables"><list><l>a</l><l>b</l><l>k</l><l>c</l><l>lisar</l><l>p</l><l>pr</l><l>pg</l><l>pb</l><l>knl</l><l>fsz</l><l>nin</l></list></block><block s="doSetVar"><l>fsz</l><block s="reportListItem"><l>2</l><block s="reportListItem"><l>8</l><block var="par"/></block></block></block><block s="doSetVar"><l>nin</l><block s="reportListItem"><l>2</l><block s="reportListItem"><l>1</l><block var="par"/></block></block></block><block s="doSetVar"><l>a</l><custom-block s="fmap %cmdRing %l"><block s="reifyReporter"><autolambda><block s="reportSum"><block var="pos"/><l></l></block></autolambda><list></list></block><block s="reportListItem"><l>2</l><block s="reportListItem"><l>9</l><block var="par"/></block></block></custom-block><comment w="187" collapsed="false">NEED TO BE PARAMETERED MANUALLY TO SET LISAR&amp;PIX200</comment></block><block s="doSetVar"><l>knl</l><block s="reportListItem"><l>3</l><custom-block s="kernels %s"><l>1</l></custom-block></block></block><block s="doSetVar"><l>p</l><custom-block s="fmap %cmdRing %l"><block s="reifyReporter"><autolambda><block s="reportListItem"><l></l><block var="pix"/></block></autolambda><list></list></block><block var="a"/></custom-block></block><block s="doSetVar"><l>pr</l><custom-block s="fmap %cmdRing %l"><block s="reifyReporter"><autolambda><block s="reportListItem"><l>1</l><l/></block></autolambda><list></list></block><block var="p"><comment w="237" collapsed="false">CALCULATES THE AVERAGE VALUE OF THE 9 PIXELS AROUND ONE PIXEL DEFINES BY POS</comment></block></custom-block></block><block s="doSetVar"><l>pg</l><custom-block s="fmap %cmdRing %l"><block s="reifyReporter"><autolambda><block s="reportListItem"><l>2</l><l/></block></autolambda><list></list></block><block var="p"/></custom-block></block><block s="doSetVar"><l>pb</l><custom-block s="fmap %cmdRing %l"><block s="reifyReporter"><autolambda><block s="reportListItem"><l>3</l><l/></block></autolambda><list></list></block><block var="p"/></custom-block></block><block s="doReport"><block s="reportNewList"><list><block s="reportRound"><block s="reportQuotient"><custom-block s="psc %l %l"><block var="pr"/><block var="knl"/></custom-block><l>9</l></block></block><block s="reportRound"><block s="reportQuotient"><custom-block s="psc %l %l"><block var="pg"/><block var="knl"/></custom-block><l>9</l></block></block><block s="reportRound"><block s="reportQuotient"><custom-block s="psc %l %l"><block var="pb"/><block var="knl"/></custom-block><l>9</l></block></block><l>255</l></list></block></block></script></block-definition><block-definition s="fullconv" type="reporter" category="sound"><header></header><code></code><translations></translations><inputs></inputs><script><block s="doDeclareVariables"><list><l>a</l><l>lisa</l><l>c</l></list></block><block s="doSetVar"><l>lisa</l><block s="reportNewList"><list></list></block></block><block s="doSetVar"><l>a</l><l>1</l></block><block s="doWarp"><script><block 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var="mult"/><list></list></block></block></script></block-definition><block-definition s="$flash fmap %&apos;fn&apos; %&apos;data&apos;" type="reporter" category="lists"><header></header><code></code><translations></translations><inputs><input type="%repRing"></input><input type="%l"></input></inputs><script><block s="doReport"><block s="evaluate"><block s="reportJSFunction"><list><l>fn</l><l>data</l><l>proc</l></list><l>return proc.reportAtomicMap(fn, data);</l></block><list><block var="fn"/><block var="data"/></list></block></block></script></block-definition><block-definition s="drawsubmat pix %&apos;pix&apos;" type="command" category="sound"><header></header><code></code><translations></translations><inputs><input type="%l"></input></inputs><script><block s="doDeclareVariables"><list><l>a</l><l>c</l><l>k</l></list></block><block s="doSetVar"><l>a</l><l>1</l></block><block s="doWarp"><script><block s="doRepeat"><block s="reportListLength"><block var="fin"/></block><script><block s="doSetVar"><l>c</l><block s="reportListItem"><block var="a"/><block var="fin"/></block></block><custom-block s="grect %s %s %s %s"><custom-block s="gp %s %s"><block var="c"/><l>x</l></custom-block><custom-block s="gp %s %s"><block var="c"/><l>y</l></custom-block><l>8</l><custom-block s="rgb2hx %s %s %s"><block s="reportListItem"><l>1</l><block s="reportListItem"><block var="c"/><block var="pix"/></block></block><block s="reportListItem"><l>2</l><block s="reportListItem"><block var="c"/><block var="pix"/></block></block><block s="reportListItem"><l>3</l><block s="reportListItem"><block var="c"/><block var="pix"/></block></block></custom-block></custom-block><block s="doChangeVar"><l>a</l><l>1</l></block></script></block></script></block></script></block-definition><block-definition s="%&apos;attribute&apos; of %&apos;costume&apos;" type="reporter" category="looks"><comment x="0" y="0" w="187" collapsed="false">reports a list of all pixels in the given costume. Each pixel is represented by a 4-item sublist of RGBA values</comment><header></header><code></code><translations></translations><inputs><input type="%s" readonly="true">pixels<options>name&#xD;pixels&#xD;width&#xD;height</options></input><input type="%obj"></input></inputs><script><block s="doIf"><block s="reportEquals"><block var="attribute"/><l>name</l></block><script><block s="doReport"><block s="evaluate"><block s="reportJSFunction"><list><l>costume</l></list><l>return costume.name;</l></block><list><block var="costume"/></list></block></block></script></block><block s="doIf"><block s="reportEquals"><block var="attribute"/><l>width</l></block><script><block s="doReport"><block s="evaluate"><block s="reportJSFunction"><list><l>costume</l></list><l>return costume.contents.width;</l></block><list><block var="costume"/></list></block></block></script></block><block s="doIf"><block s="reportEquals"><block var="attribute"/><l>height</l></block><script><block s="doReport"><block s="evaluate"><block s="reportJSFunction"><list><l>costume</l></list><l>return costume.contents.height;</l></block><list><block var="costume"/></list></block></block></script></block><block s="doReport"><block s="evaluate"><block s="reportJSFunction"><list><l>costume</l></list><l>  var i,&#xD;    pixels = [],&#xD;    src = costume.contents.getContext(&apos;2d&apos;).getImageData(&#xD;      0,&#xD;      0,&#xD;      costume.width(),&#xD;      costume.height()&#xD;    );&#xD;  for (i = 0; i &lt; src.data.length; i += 4) {&#xD;    pixels.push(new List([&#xD;      src.data[i],&#xD;      src.data[i + 1],&#xD;      src.data[i + 2],&#xD;      src.data[i + 3]&#xD;    ]));&#xD;  }&#xD;  return new List(pixels);</l></block><list><block var="costume"/></list></block></block></script></block-definition><block-definition s="update %&apos;costume&apos; with %&apos;pixels&apos;" type="command" category="looks"><comment x="0" y="0" w="286" collapsed="false">overwrite the pixels in the given costume with another list of pixels.&#xD;&#xD;Caution! 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%&apos;yY&apos; %&apos;sZ&apos; %&apos;fS&apos;" type="command" category="pen"><header></header><code></code><translations></translations><inputs><input type="%s"></input><input type="%s"></input><input type="%s"></input><input type="%s"></input></inputs><script><block s="doSetVar"><l>xX</l><block s="reportSum"><block var="xX"/><block s="reportQuotient"><custom-block s="gz %s"><l>w</l></custom-block><l>2</l></block></block></block><block s="doSetVar"><l>yY</l><block s="reportDifference"><block s="reportQuotient"><custom-block s="gz %s"><l>h</l></custom-block><l>2</l></block><block var="yY"/></block></block><block s="doRun"><block s="reportJSFunction"><list><l>xX</l><l>yY</l><l>sZ</l><l>fS</l></list><l>var stage = this.parentThatIsA(StageMorph),&#xD;context = stage.penTrails().getContext(&apos;2d&apos;),&#xD;rotation = radians(this.direction() - 90),&#xD;trans = new Point(&#xD;this.center().x - stage.left(),&#xD;this.center().y - stage.top()),&#xD;ide = this.parentThatIsA(IDE_Morph),&#xD;isWarped = this.Warped,len,pos;&#xD;var width=480;&#xD;var height =360;&#xD;context.fillStyle = fS;&#xD;context.lineWidth = 0;&#xD;//context.strokeStyle = "white";&#xD;context.beginPath();&#xD;context.rect(xX-sZ/2,yY-sZ/2,sZ,sZ);&#xD;//context.stroke();&#xD;context.fill();&#xD;context.closePath();&#xD;context.restore();&#xD;stage.changed();</l></block><list><block var="xX"/><block var="yY"/><block var="sZ"/><block var="fS"/></list></block></script></block-definition><block-definition s="rgb2hx %&apos;r&apos; %&apos;g&apos; %&apos;b&apos;" type="reporter" category="pen"><header></header><code></code><translations></translations><inputs><input type="%s"></input><input type="%s"></input><input type="%s"></input></inputs><script><block s="doReport"><block s="evaluate"><block s="reportJSFunction"><list><l>red</l><l>green</l><l>blue</l></list><l>var rgb = blue | (green &lt;&lt; 8) | (red &lt;&lt; 16);&#xD;return &apos;#&apos; + (0x1000000 + rgb).toString(16).slice(1)</l></block><list><block var="r"/><block var="g"/><block var="b"/></list></block></block></script></block-definition><block-definition s="fmap %&apos;func&apos; %&apos;list&apos;" type="reporter" category="lists"><header></header><code></code><translations></translations><inputs><input type="%cmdRing"></input><input type="%l"></input></inputs><script><block s="doReport"><block s="evaluate"><block s="reportJSFunction"><list><l>func</l><l>list</l></list><l>var result =[],&#xD;src=list.asArray();&#xD;len=src.length,&#xD;i=0;&#xD;for (i=0;i&lt;len;i+=1){&#xD;result.push(invoke(func, new List([src[i]])));&#xD;}&#xD;return new List(result);</l></block><list><block var="func"/><block var="list"/></list></block></block></script></block-definition><block-definition s="auto sz %&apos;sZ&apos; nm %&apos;nam&apos;" type="command" category="pen"><header></header><code></code><translations></translations><inputs><input type="%s"></input><input type="%s"></input></inputs><script><block s="doDeclareVariables"><list><l>canvas</l><l>n</l><l>x</l><l>y</l><l>s</l><l>col</l><l>k</l></list></block><block s="doSetVar"><l>col</l><custom-block s="rh"></custom-block></block><block s="doSetVar"><l>canvas</l><block s="evaluate"><block s="reportJSFunction"><list><l>sZ</l><l>fS</l></list><l>var canvas=document.createElement(&apos;canvas&apos;);&#xD;canvas.width=sZ;&#xD;canvas.height=sZ;&#xD;var ctx=canvas.getContext(&apos;2d&apos;);&#xD;ctx.fillStyle = fS;&#xD;//var sZ=30;&#xD;ctx.beginPath();&#xD;ctx.rect(0,0,sZ,sZ);&#xD;//ctx.arc(sZ/2,sZ/2,sZ/2-1,0,360,false);&#xD;//context.stroke();&#xD;ctx.fill();&#xD;ctx.closePath();&#xD;return canvas;</l></block><list><block var="sZ"/><block var="col"/></list></block></block><block s="doRun"><block s="reportJSFunction"><list><l>canvas</l><l>ch</l></list><l>this.addCostume(new Costume(canvas,ch));</l></block><list><block var="canvas"/><block var="nam"/></list></block></script></block-definition><block-definition s="lisar mt %&apos;mt&apos; nc %&apos;nc&apos;" type="reporter" category="sound"><header></header><code></code><translations></translations><inputs><input type="%s"></input><input type="%s"></input></inputs><script><block s="doIf"><block s="reportEquals"><block var="mt"/><l>3</l></block><script><block s="doReport"><block s="reportNewList"><list><block s="reportDifference"><l>-1</l><block var="nc"/></block><block s="reportDifference"><l>0</l><block var="nc"/></block><block s="reportDifference"><l>1</l><block var="nc"/></block><l>-1</l><l>0</l><l>1</l><block s="reportSum"><l>-1</l><block var="nc"/></block><block var="nc"/><block s="reportSum"><l>1</l><block var="nc"/></block></list></block></block></script></block><block s="doIf"><block s="reportEquals"><block var="mt"/><l>30</l></block><script><block s="doReport"><block s="reportNewList"><list><block s="reportDifference"><l>-1</l><block var="nc"/></block><block s="reportDifference"><l>1</l><block var="nc"/></block><l>0</l><block s="reportSum"><l>-1</l><block var="nc"/></block><block s="reportSum"><l>1</l><block var="nc"/></block></list></block></block></script></block><block s="doIf"><block s="reportEquals"><block var="mt"/><l>4</l></block><script><block s="doReport"><block s="reportNewList"><list><l>0</l><l>1</l><block var="nc"/><block s="reportSum"><block var="nc"/><l>1</l></block></list></block></block></script></block><block s="doIf"><block s="reportEquals"><block var="mt"/><l>50</l></block><script><block s="doReport"><block s="reportNewList"><list><block s="reportDifference"><l>-2</l><block var="nc"/></block><block s="reportDifference"><l>0</l><block var="nc"/></block><block s="reportDifference"><l>2</l><block var="nc"/></block><l>-2</l><l>0</l><l>2</l><block s="reportSum"><l>-2</l><block var="nc"/></block><block s="reportSum"><l>0</l><block var="nc"/></block><block s="reportSum"><l>2</l><block var="nc"/></block></list></block></block></script></block></script></block-definition><block-definition s="D-Image Reduction Layer" type="command" category="looks"><header></header><code></code><translations></translations><inputs></inputs><script><custom-block s="// %txt"><l></l><comment w="580" collapsed="false">IMAGES REDUCTION&#xD;&#xD;1 - &quot;reduc&quot; sprite shows how to make a reduced image of an nput image of 200 x 200 px (px = pixel) to 66x66, 40x40, etc. &#xD;2 - An image is a List of px seen aa List,&#xD;3 - Each px is identified by its index position in the pixel list. &#xD;4 - Each px is defined by a list of 4 values between 0 and 255. This gives its color.&#xD;5 - Convolution consists in calculating the averae values of the 8 pixel around the selected one px multipled by a &quot;kernel filter&quot; matrix of same size.In fact iti a simple scalar product .&#xD;6 - A 3 x 3 matrix sliding with a step (=STRIDE) reduces a 200x200 image to a 66x66 output image.&#xD;7 - Grid is calculated by GRIDNEW The resulting table is converted to a list SELC with UNFOLD as to give a list SELC of selected px . This list is passed as parameter into FULLCONV, which is a launcher of NRGB, the core function of the project.&#xD;&#xD;NRGB function need some explanation...&#xD;- a px color is defined by a list of 4 numbers, r for red, g for green and b for blue +255.&#xD;- the average numbers of the 9 px is calculated with a &quot;scalar product&quot;&#xD;- let define a px by its position index in the image table.Index starts from 1 at the top-left corner to 40000 (for a 200 x 200 image) at the down-right corner .&#xD;- when px position index is x , above px index is x-200, below is x+200, left is x -1, right is x+1 and so on for the 4 remaining corner px. The 9 relative positions are stored in &quot;lisar&quot;&#xD;- FMAP sweeps SELC  and calls the corresponding item of image pixel list.&#xD;- fmap again to store the 9 x 3 values and calulate their average value.&#xD;- this value is added to a new list.&#xD;- the new list is loaded into a costume of the same dimension than the new list.&#xD;</comment></custom-block></script></block-definition><block-definition s="E-Kernel Layer" type="command" category="looks"><header></header><code></code><translations></translations><inputs></inputs><script><custom-block s="// %txt"><l></l><comment w="353" collapsed="false">In this script only one rgb channel of input image is considered .(here red)&#xD;&#xD;1- Edit KERNELS to get the list of avialble &quot;kernel filters&quot;&#xD;In practice 32 filters are used. This gives 32 x 3 channels = 96 layers &#xD;2 - DRAWCONV draws the resulting grey image of Convolution and makes FIN to feed a new costumecostume.&#xD;3 - DRAWCONV contains the essence of Convolution in only 1 block.&#xD;4 - ADD the new layer to LAYERS&#xD;&#xD;With a REPEAT many different Layers could be thus created</comment></custom-block></script></block-definition><block-definition s="C-Dcnn&amp;Snap!" type="command" category="looks"><header></header><code></code><translations></translations><inputs></inputs><script><custom-block s="// %txt"><l></l><comment w="386" collapsed="false">DCNN &amp; SNAP!&#xD;&#xD;Snap! is well adapted to modelize a DCNN :&#xD;1 - its strong and convenient features to handle Lists (=vectors) and Tables (=matrix=list of lists) &#xD;2 - its graphic interface to display convolution layers directly on stage. &#xD;3 - costumes offer a visual representation of convolution effects &#xD;4 - efficient and optimized &quot;fmap&quot; blocks tto handle large lists..&#xD;5 - and of course its Pixel library.&#xD;&#xD;All put together a DCNNmodels is based on images, pixels, matrices, vectors, kernels , filters, max-pooling, strides. All this stuff is demonstrated in this project...&#xD;&#xD;</comment></custom-block></script></block-definition><block-definition s="A-Introduction" type="command" category="looks"><header></header><code></code><translations></translations><inputs></inputs><script><custom-block s="// %txt"><l></l><comment w="516" collapsed="false">&#xD;1 - Deep-Learning Convolutional Network (Dcnn is very smple in its principle.simple. Only made of a combination of vectors and matrix + a few maths.&#xD;2 - The issue is to train the model with thousands of samples. Training needs  huge computing power.&#xD;3 - A standard NN has only 5 or 6 layers. Number of input and output values is limited.&#xD;4 -  DCN is much more sophisticated. It is mainly used for image recognition. A simple image of 300x300x 3 rgb channels means 270 000 numbers to crunch. Several hundreds of layers are needed compared to 5 in average for a simple NN. &#xD;&#xD;5 -Dcnn is described in hundreds of sources : academic papers, youtube videos, web tutorials like as follows :&#xD;&#xD;https://towardsdatascience.com/convolutional-neural-networks-from-the-ground-up-c67bb41454e1</comment></custom-block></script></block-definition><block-definition s="poolconv pix %&apos;pix&apos; str %&apos;str&apos;" type="reporter" category="sound"><header></header><code></code><translations></translations><inputs><input type="%s"></input><input type="%s"></input></inputs><script><block s="doDeclareVariables"><list><l>a</l><l>b</l><l>k</l><l>c</l><l>d</l><l>f</l><l>g</l><l>h</l><l>lis</l><l>str</l></list></block><block s="doSetVar"><l>str</l><l>2</l></block><block s="doSetVar"><l>lis</l><block s="reportNewList"><list></list></block></block><block s="doSetVar"><l>k</l><l>1</l></block><block s="doWarp"><script><block s="doRepeat"><block s="reportProduct"><l>45</l><l>45</l></block><script><block s="doSetVar"><l>a</l><custom-block s="fmap %cmdRing %l"><block s="reifyReporter"><autolambda><block s="reportSum"><block var="k"/><l></l></block></autolambda><list></list></block><custom-block s="lisar mt %s nc %s"><l>4</l><l></l></custom-block></custom-block></block><block s="doSetVar"><l>b</l><custom-block s="fmap %cmdRing %l"><block s="reifyReporter"><autolambda><block s="reportListItem"><l></l><block var="pix"/></block></autolambda><list></list></block><block var="a"/></custom-block></block><block s="doSetVar"><l>c</l><block s="reportListItem"><l>1</l><custom-block s="fsort %cmdRing %l"><block s="reifyReporter"><autolambda><block s="reportGreaterThan"><l></l><l></l></block></autolambda><list></list></block><block var="b"/></custom-block></block></block><block s="doAddToList"><block s="reportNewList"><list><block var="c"/><block var="c"/><block var="c"/><l>255</l></list></block><block var="lis"/></block><block s="doChangeVar"><l>k</l><block var="str"/></block></script></block></script></block><block s="doReport"><block var="lis"/></block></script></block-definition><block-definition s="fsort %&apos;comparison&apos; %&apos;list&apos;" type="reporter" category="lists"><header></header><code></code><translations></translations><inputs><input type="%cmdRing"></input><input type="%l"></input></inputs><script><block s="doReport"><block s="evaluate"><block s="reportJSFunction"><list><l>ring</l><l>list</l></list><l>return new List(&#xD;list.asArray().slice().sort(&#xD;function(a,b) {&#xD;return invoke(ring, new List([a,b])) ?&#xD;-1 :1}));</l></block><list><block var="comparison"/><block var="list"/></list></block></block></script></block-definition><block-definition s="G-Magic formula" type="command" category="looks"><header></header><code></code><translations></translations><inputs></inputs><script><custom-block s="// %txt"><l></l><comment w="274" collapsed="false">nout = floor (nin - f )/s +1 &#xD;&#xD;nout = dimension of output matrix&#xD;nin= dimension of input matrix&#xD;f = dimension of sliding matrix. Most generally f= 3x3&#xD;s=stride ie sliding matrix move step&#xD;Apply with MAGIC block </comment></custom-block></script></block-definition><block-definition s="B-Convolution" type="command" category="looks"><header></header><code></code><translations></translations><inputs></inputs><script><custom-block s="// %txt"><l></l><comment w="395" collapsed="false">CONVOLUTION&#xD;&#xD;1- Convolution is based on the combination of 3 matrix. One &quot; input&quot; large matrix (for example 300 x300). &#xD;2- One small matrix - &quot;filter&quot; most generally 3x3 - filled with selected values to get a desired effect.&#xD;3-One sliding matrix - &quot;slider&quot; -with the size of the &quot;kernel&quot;. Sliding matrix moves step by step (=stride) on the &quot;input&quot; matrix, as to catch the elements of &quot;input&quot; just under the &quot;slider&quot;. Then multiply each element value caught by each equivalent value of &quot;filter&quot; 4 - 4-This gives a number set into a &quot;feature &quot; matrix.&#xD;&#xD;Ths kind of convolution is mainly used to reduce size of first convolutional layers.&#xD;Convolution is also used for &quot;pooling layers &quot; where &quot;slider&quot; is 2 x 2 and the resulting value is the larger rgb value of the 4 &quot;input&quot; values caught under the &quot;slider&quot;.&#xD;&#xD;see Wikipedia &quot;convolution&quot; and recommended web reference&#xD;.&#xD;Annex : The &quot;Hello world&quot; of DCNN is LeNet introduced in 1998 by Y. Le Cun and alias :&#xD;1 Input Layer 32x32&#xD;6 Convol layers 28x28&#xD;6 Convol layers 14x14&#xD;16 Convol layers 10 x 10&#xD;16 Convol layers 5 x 5&#xD;1 normal layer 120 x1&#xD;1 normal layer 84 x1&#xD;1 Output layer = 10 x1</comment></custom-block></script></block-definition><block-definition s="F-Pool Layer" type="command" category="looks"><header></header><code></code><translations></translations><inputs></inputs><script><custom-block s="// %txt"><l></l><comment w="351" collapsed="false">Pool Layer is still a convolution, but simplified.&#xD;- no &quot;filter&quot; matrix&#xD;- &quot;slider&quot; matrix is 2 x 2&#xD;- output value of convolution is s the largest number of the 4 elements of sliding matrix&#xD;&#xD;It is mainly used to reduce the size of a former input layer.&#xD;&#xD;LISAR gives the shape of used to paslider&quot; matrix</comment></custom-block></script></block-definition><block-definition s="H Conclusion" type="command" category="looks"><header></header><code></code><translations></translations><inputs></inputs><script><custom-block s="// %txt"><l></l><comment w="447.5537109375" collapsed="false">REDUC demonstrates  how to reduce the size of an  &quot;input&quot; image layer.&#xD;KERNEL shows how to apply &quot;kernel filters&quot; to a rgb channel.&#xD;&#xD;POOL shows a simplified convolution method to reduce the size a previous layer.&#xD;&#xD;Costumes used to display the results of each convolution can be used after to get back definition of each layers made in the current project..  &#xD;&#xD;ps - see also my shared Neural Network projects available on Snap! : &#xD;&#xD;préfix= https://snap.berkeley.edu/snapsource/snap.html#present:Username=xleroy&amp;ProjectName=xxxx&#xD;xxxx= 00-deepv3, 00-digit, 01-cocol, 01-convol, 01-nmist,00-csv</comment></custom-block></script></block-definition><block-definition s="magic nin %&apos;nin&apos; fsz %&apos;f&apos; str %&apos;str&apos;" type="reporter" category="sound"><header></header><code></code><translations></translations><inputs><input type="%s"></input><input type="%s"></input><input type="%s"></input></inputs><script><block s="doReport"><block s="reportSum"><block s="reportMonadic"><l><option>floor</option></l><block s="reportQuotient"><block s="reportDifference"><block var="nin"/><block var="f"/></block><block var="str"/></block></block><l>1</l></block></block></script></block-definition><block-definition s="nblis n %&apos;n&apos; deb %&apos;deb&apos; pas %&apos;pas&apos;" type="reporter" category="sound"><header></header><code></code><translations></translations><inputs><input type="%s"></input><input type="%s"></input><input type="%s"></input></inputs><script><block s="doDeclareVariables"><list><l>a</l><l>k</l><l>c</l><l>d</l></list></block><block s="doSetVar"><l>a</l><block s="reportNewList"><list></list></block><comment w="185" collapsed="false">deb=0 and pas=1 gives a list filled by 1,2,3 - deb=1 and pas=0 gives a list filled by 1</comment></block><block s="doSetVar"><l>k</l><l>0</l></block><block s="doSetVar"><l>c</l><block var="deb"/></block><block s="doRepeat"><block var="n"/><script><block s="doSetVar"><l>d</l><block s="reportSum"><block var="c"/><block s="reportProduct"><block var="k"/><block var="pas"/></block></block></block><block s="doAddToList"><block var="d"/><block var="a"/></block><block s="doChangeVar"><l>k</l><l>1</l></block></script></block><block s="doReport"><block var="a"/></block></script></block-definition><block-definition s="parconv ni %&apos;nin&apos; str %&apos;str&apos; fsz %&apos;fsz&apos; mt %&apos;mt&apos; co %&apos;co&apos;" type="reporter" category="sound"><header></header><code></code><translations></translations><inputs><input type="%s"></input><input type="%s"></input><input type="%s"></input><input type="%s"></input><input type="%s"></input></inputs><script><block s="doDeclareVariables"><list><l>a</l><l>b</l><l>c</l><l>d</l><l>lisa</l><l>lisar</l></list></block><block s="doSetVar"><l>lisa</l><block s="reportNewList"><list></list></block></block><block s="doSetVar"><l>lisar</l><block s="reportNewList"><list></list></block></block><block s="doSetVar"><l>b</l><custom-block s="magic nin %s fsz %s str %s"><block var="nin"/><block var="fsz"/><block var="str"/></custom-block></block><block s="doSetVar"><l>c</l><custom-block s="gridnew c %s l %s s %s d %s j %s"><block var="b"/><block var="b"/><block var="str"/><block s="reportSum"><block var="nin"/><block s="reportMonadic"><l><option>floor</option></l><block s="reportSum"><block s="reportQuotient"><block var="fsz"/><l>2</l></block><l>1</l></block></block></block><block s="reportProduct"><block var="fsz"/><block var="nin"/></block></custom-block></block><block s="doSetVar"><l>lisar</l><custom-block s="lisar mt %s nc %s"><block var="mt"/><l></l></custom-block></block><block s="doIfElse"><block s="reportEquals"><block var="co"/><l>par</l></block><script><block s="doAddToList"><block s="reportNewList"><list><l>ni</l><block var="nin"/></list></block><block var="lisa"/></block><block s="doAddToList"><block s="reportNewList"><list><l>no</l><block var="b"/></list></block><block var="lisa"/></block><block s="doAddToList"><block s="reportNewList"><list><l>selsz</l><block s="reportMonadic"><l><option>sqrt</option></l><block s="reportListLength"><block var="selc"/></block></block></list></block><block var="lisa"/></block><block s="doAddToList"><block s="reportNewList"><list><l>last</l><block s="reportListItem"><l><option>last</option></l><block var="selc"/></block></list></block><block var="lisa"/></block><block s="doAddToList"><block s="reportNewList"><list><l>nelem</l><block s="reportProduct"><block var="b"/><block var="b"/></block></list></block><block var="lisa"/></block><block s="doAddToList"><block s="reportNewList"><list><l>deb</l><block s="reportSum"><block var="nin"/><block s="reportMonadic"><l><option>floor</option></l><block s="reportSum"><block s="reportQuotient"><block var="fsz"/><l>2</l></block><l>1</l></block></block></block></list></block><block var="lisa"/></block><block s="doAddToList"><block s="reportNewList"><list><l>difll</l><block s="reportProduct"><block var="fsz"/><block var="nin"/></block></list></block><block var="lisa"/></block><block s="doAddToList"><block s="reportNewList"><list><l>fsz</l><block var="fsz"/></list></block><block var="lisa"/></block><block s="doAddToList"><block s="reportNewList"><list><l>lisar</l><custom-block s="lisar mt %s nc %s"><block var="mt"/><l></l></custom-block></list></block><block var="lisa"/></block><block s="doReport"><block var="lisa"/></block></script><script><block s="doSetVar"><l>selc</l><custom-block s="unfold m %l"><block var="c"/></custom-block></block><block s="doReport"><block var="selc"/></block></script></block></script></block-definition><block-definition s="I-Parameters" type="command" category="looks"><header></header><code></code><translations></translations><inputs></inputs><script><custom-block s="// %txt"><l></l><comment w="300" collapsed="false">Convolution uses a dozen of parameters. It can take hours to fit them correctly, thus the need of have dedicated user blocks to help&#xD;1- PARCONV + &quot;CO&quot; as parameter returns the list of parameters defined or computed.&#xD;2 - PARCONV with a void last parameter gives the SELC list.&#xD;3 - PARCONV draw benefit of Magic Formula as explained in  G-MAGIC FORMULA. &#xD;4 - It feeds the parameters needed to set GRIDNEW which plays a centra role the list of positions where set the &quot;sliding matrix&quot;.&#xD;5 - PAR is a variable which stores parameters of PARCONV.</comment></custom-block></script></block-definition><block-definition s="J-Make yourself" type="command" category="looks"><header></header><code></code><translations></translations><inputs></inputs><script><custom-block s="// %txt"><l></l><comment w="320" collapsed="false">1 - Select the main parameters ie Input size, kernel size. check the result by showing PAR+ last variable = CO&#xD;2 - Select the imput image to be reduced&#xD;3 - Extract the list of pixel. For Reduction PIX keeps the 3 rgb channels&#xD;4 - Makes the list SELC which gives the list of Input matrix positions where to set the center of sliding matrix. This is a key point. Not easy to make by hand.&#xD;5 - Check that the list of relative position of sliding matrix pixels is correct&#xD;6 - Run the convolution block FULLCONV to create a new pixel list FIN&#xD;7 -Use AUTO to create a new costume to receive the Output image of convolution. Params = costume size +name &#xD;8 - Fill the costume with FIN and check&#xD;9 - Add to LAYERS the 3 rgb channels given by convolution&#xD;10 - Now you have the 3 first layers of your Convolutional Neural Network !!</comment></custom-block></script></block-definition><block-definition s="K-Kernel atrou" type="command" category="looks"><header></header><code></code><translations></translations><inputs></inputs><script><custom-block s="// %txt"><l></l><comment w="305" collapsed="false">1 - Sliding matrix code MT  is 30 instead of 3. It is still a 3x3 matrix with a number of px reduced to 5 (corners) instead of 9, It is called matrix &quot;atrou&quot; meaning &quot;with holes&quot;.&#xD;2 - Convolution is launched by one-click and is very fast.&#xD;3 - Main interest is to show how easy it is to change the convolution model, by changing only the parameters of PARACONV.&#xD;</comment></custom-block></script></block-definition><block-definition s="F-Final Stage" type="command" category="looks"><header></header><code></code><translations></translations><inputs></inputs><script><custom-block s="// %txt"><l></l><comment w="267" collapsed="false">1- Each costume is the exact copy of one Layer.&#xD;2 - To get the model of final DCNN in the usual List format it is needed to fill LAYERS List with the content of costumes of each 3 sets REDUC, KERNEL, POOL&#xD;3 - DRAWONSTAGE displays on stage any of  66x66 image or costume.&#xD;4 - Clicking mouse pointer returns rgb value of grid cell.&#xD;This feature uses the GRID LIBRARY (see in PEN fold)&#xD;5 See DRAWSUBMAT to displlay a part of an image</comment></custom-block></script></block-definition><block-definition s="getrgb %&apos;xX&apos; %&apos;yY&apos;" type="reporter" category="operators"><header></header><code></code><translations></translations><inputs><input type="%s"></input><input type="%s"></input></inputs><script><block s="doSetVar"><l>xX</l><block s="reportSum"><block var="xX"/><block s="reportQuotient"><custom-block s="gz %s"><l>w</l></custom-block><l>2</l></block></block></block><block s="doSetVar"><l>yY</l><block s="reportDifference"><block s="reportQuotient"><custom-block s="gz %s"><l>h</l></custom-block><l>2</l></block><block var="yY"/></block></block><block s="doReport"><block s="evaluate"><block s="reportJSFunction"><list><l>xX</l><l>yY</l></list><l>var stage = this.parentThatIsA(StageMorph),&#xD;context = stage.penTrails().getContext(&apos;2d&apos;),&#xD;rotation = radians(this.direction() - 90),&#xD;trans = new Point(&#xD;this.center().x - stage.left(),&#xD;this.center().y - stage.top()),&#xD;ide = this.parentThatIsA(IDE_Morph),&#xD;isWarped = this.Warped,len,pos; &#xD;var Pixel = context.getImageData(xX,yY,1,1);&#xD;var R=Pixel.data[0];&#xD;var G=Pixel.data[1];&#xD;var B=Pixel.data[2];&#xD;return &apos;rgb(&apos;+R+&apos;,&apos;+G+&apos;,&apos;+B+&apos;)&apos;;</l></block><list><block var="xX"/><block var="yY"/></list></block></block></script></block-definition><block-definition s="extract w %&apos;wid&apos; h %&apos;hei&apos; d %&apos;deb&apos; dif %&apos;dif&apos;" type="reporter" category="sound"><header></header><code></code><translations></translations><inputs><input type="%s"></input><input type="%s"></input><input type="%s"></input><input type="%s"></input></inputs><script><block s="doDeclareVariables"><list><l>a</l><l>n1</l><l>k</l><l>d</l><l>lisa</l><l>g</l></list></block><block s="doSetVar"><l>lisa</l><block s="reportNewList"><list></list></block></block><block s="doSetVar"><l>k</l><l>0</l></block><block s="doSetVar"><l>a</l><custom-block s="nblis n %s deb %s pas %s"><block var="wid"/><block var="deb"/><l>1</l></custom-block></block><block s="doWarp"><script><block s="doRepeat"><block var="hei"/><script><block s="doSetVar"><l>g</l><custom-block s="nblis n %s deb %s pas %s"><block var="wid"/><block s="reportSum"><block s="reportProduct"><block var="k"/><block var="dif"/></block><block var="deb"/></block><l>1</l></custom-block></block><block s="doAddToList"><block var="g"/><block var="lisa"/><comment w="263" collapsed="false">makea matrix of size sz one submat of wid x hei dimension, starting from the deb position</comment></block><block s="doChangeVar"><l>k</l><l>1</l></block></script></block></script></block><block s="doReport"><block var="lisa"/></block></script></block-definition><block-definition s="drawsubmatfull" type="command" category="sound"><header></header><code></code><translations></translations><inputs></inputs><script><block s="doSetVar"><l>pix</l><custom-block s="%s of %obj"><l>pixels</l><block s="reportListItem"><l>1</l><block var="layers"/></block></custom-block></block><block s="doSetVar"><l>fin</l><custom-block s="unfold m %l"><custom-block s="extract w %s h %s d %s dif %s"><l>40</l><l>40</l><block s="reportSum"><block s="reportProduct"><l>13</l><l>66</l></block><l>13</l></block><l>66</l></custom-block></custom-block></block><custom-block s="drawsubmat pix %l"><block var="pix"/></custom-block></script></block-definition><block-definition s="filters" type="command" category="sound"><header></header><code></code><translations></translations><inputs></inputs><script><block s="doSetVar"><l>filters</l><block s="reportNewList"><list></list></block></block><block s="doAddToList"><block s="reportNewList"><list><l>Blur</l><l>9</l><block s="reportNewList"><list><l>1</l><l>1</l><l>1</l><l>1</l><l>1</l><l>1</l><l>1</l><l>1</l><l>1</l></list></block></list></block><block var="filters"/></block><block s="doAddToList"><block s="reportNewList"><list><l>Edge detect</l><l>9</l><block s="reportNewList"><list><l>3</l><l>9</l><l>-3</l><l>-3</l><l>21</l><l>-3</l><l>0</l><l>9</l><l>0</l></list></block></list></block><block var="filters"/></block><block s="doAddToList"><block s="reportNewList"><list><l>Sharpen</l><l>9</l><block s="reportNewList"><list><l>1</l><l>1</l><l>1</l><l>1</l><l>1</l><l>1</l><l>1</l><l>1</l><l>1</l></list></block></list></block><block var="filters"/></block><block s="doAddToList"><block s="reportNewList"><list><l>Darken</l><l>6</l><block s="reportNewList"><list><l>0</l><l>0</l><l>0</l><l>0</l><l>6</l><l>0</l><l>0</l><l>0</l><l>0</l></list></block></list></block><block var="filters"/></block><block s="doAddToList"><block s="reportNewList"><list><l>Lighten</l><l>9</l><block s="reportNewList"><list><l>0</l><l>0</l><l>0</l><l>0</l><l>12</l><l>0</l><l>0</l><l>0</l><l>0</l></list></block></list></block><block var="filters"/></block><block s="doAddToList"><block s="reportNewList"><list><l>Line detection</l><l>1</l><block s="reportNewList"><list><l>-1</l><l>-1</l><l>-1</l><l>-1</l><l>8</l><l>-1</l><l>-1</l><l>-1</l><l>-1</l></list></block></list></block><block var="filters"/></block><block s="doAddToList"><block s="reportNewList"><list><l>V lines</l><l>1</l><block s="reportNewList"><list><l>2</l><l>-1</l><l>-1</l><l>-1</l><l>2</l><l>-1</l><l>-1</l><l>-1</l><l>2</l></list></block></list></block><block var="filters"/></block><block s="doAddToList"><block s="reportNewList"><list><l>Sharpen Int </l><l>1</l><block s="reportNewList"><list><l>-1</l><l>-1</l><l>-1</l><l>-1</l><l>9</l><l>-1</l><l>-1</l><l>-1</l><l>-1</l></list></block></list></block><block var="filters"/></block></script></block-definition><block-definition s="kernels %&apos;filt&apos;" type="reporter" category="sound"><header></header><code></code><translations></translations><inputs><input type="%s"></input></inputs><script><block s="doDeclareVariables"><list><l>lisa</l></list></block><block s="doSetVar"><l>lisa</l><block s="reportNewList"><list></list></block></block><block s="doAddToList"><block s="reportNewList"><list><l>Blur</l><l>9</l><block s="reportNewList"><list><l>1</l><l>1</l><l>1</l><l>1</l><l>1</l><l>1</l><l>1</l><l>1</l><l>1</l></list></block></list></block><block var="lisa"/></block><block s="doAddToList"><block s="reportNewList"><list><l>Edge detect</l><l>9</l><block s="reportNewList"><list><l>3</l><l>9</l><l>-3</l><l>-3</l><l>21</l><l>-3</l><l>0</l><l>9</l><l>0</l></list></block></list></block><block var="lisa"/></block><block s="doAddToList"><block s="reportNewList"><list><l>Sharpen</l><l>9</l><block s="reportNewList"><list><l>1</l><l>1</l><l>1</l><l>1</l><l>1</l><l>1</l><l>1</l><l>1</l><l>1</l></list></block></list></block><block var="lisa"/></block><block s="doAddToList"><block s="reportNewList"><list><l>Darken</l><l>6</l><block s="reportNewList"><list><l>0</l><l>0</l><l>0</l><l>0</l><l>6</l><l>0</l><l>0</l><l>0</l><l>0</l></list></block></list></block><block var="lisa"/></block><block s="doAddToList"><block s="reportNewList"><list><l>Lighten</l><l>9</l><block s="reportNewList"><list><l>0</l><l>0</l><l>0</l><l>0</l><l>12</l><l>0</l><l>0</l><l>0</l><l>0</l></list></block></list></block><block var="lisa"/></block><block s="doAddToList"><block s="reportNewList"><list><l>Line detection</l><l>1</l><block s="reportNewList"><list><l>-1</l><l>-1</l><l>-1</l><l>-1</l><l>8</l><l>-1</l><l>-1</l><l>-1</l><l>-1</l></list></block></list></block><block var="lisa"/></block><block s="doAddToList"><block s="reportNewList"><list><l>V lines</l><l>1</l><block s="reportNewList"><list><l>2</l><l>-1</l><l>-1</l><l>-1</l><l>2</l><l>-1</l><l>-1</l><l>-1</l><l>2</l></list></block></list></block><block var="lisa"/></block><block s="doAddToList"><block s="reportNewList"><list><l>Sharpen Int </l><l>1</l><block s="reportNewList"><list><l>-1</l><l>-1</l><l>-1</l><l>-1</l><l>9</l><l>-1</l><l>-1</l><l>-1</l><l>-1</l></list></block></list></block><block var="lisa"/></block><block s="doAddToList"><block s="reportNewList"><list><l>Identity</l><l>1</l><block s="reportNewList"><list><l>0</l><l>0</l><l>0</l><l>0</l><l>1</l><l>0</l><l>0</l><l>0</l><l>0</l></list></block></list></block><block var="lisa"/></block><block s="doReport"><block s="reportListItem"><block var="filt"/><block var="lisa"/></block></block></script></block-definition><block-definition s="mkconv %&apos;filt&apos;" type="command" category="sound"><header></header><code></code><translations></translations><inputs><input type="%s"></input></inputs><script><block s="doSetVar"><l>fin</l><block s="reportNewList"><list></list></block></block><block s="doDeclareVariables"><list><l>a</l><l>b</l><l>k</l><l>c</l><l>d</l><l>knl</l><l>div</l></list></block><block s="doSetVar"><l>knl</l><block s="reportListItem"><l>3</l><custom-block s="kernels %s"><block var="filt"/></custom-block></block></block><block s="doSetVar"><l>div</l><block s="reportListItem"><l>2</l><custom-block s="kernels %s"><block var="filt"/></custom-block></block></block><block s="doSetVar"><l>k</l><l>1</l></block><block s="doWarp"><script><block s="doRepeat"><block s="reportListLength"><block var="pix"/></block><script><block s="doSetVar"><l>a</l><custom-block s="fmap %cmdRing %l"><block s="reifyReporter"><autolambda><block s="reportSum"><block var="k"/><l></l></block></autolambda><list></list></block><block s="reportNewList"><list><l>-67</l><l>-66</l><l>-65</l><l>-1</l><l>0</l><l>1</l><l>65</l><l>66</l><l>67</l></list></block></custom-block></block><block s="doSetVar"><l>b</l><custom-block s="fmap %cmdRing %l"><block s="reifyReporter"><autolambda><block s="reportListItem"><l></l><block var="pix"/></block></autolambda><list></list></block><block var="a"/></custom-block></block><block s="doSetVar"><l>c</l><block s="reportRound"><block s="reportMonadic"><l><option>abs</option></l><block s="reportQuotient"><custom-block s="psc %l %l"><block var="b"/><block var="knl"/></custom-block><block var="div"/></block></block></block></block><block s="doAddToList"><block s="reportNewList"><list><block var="c"/><block var="c"/><block var="c"/><l>255</l></list></block><block var="fin"/></block><block s="doChangeVar"><l>k</l><l>1</l></block></script></block></script></block></script></block-definition></blocks><variables><variable name="sum"><l>33.8</l></variable><variable name="fin"><list struct="atomic" id="2711"></list></variable><variable name="pix"><list struct="atomic" id="2712"></list></variable><variable name="selc"><list struct="atomic" id="2713"></list></variable><variable name="par"><list id="2714"><item><list struct="atomic" id="2715">ni,200</list></item><item><list struct="atomic" id="2716">no,66</list></item><item><list struct="atomic" id="2717">selsz,66</list></item><item><list struct="atomic" id="2718">last,39397</list></item><item><list struct="atomic" id="2719">nelem,4356</list></item><item><list struct="atomic" id="2720">deb,202</list></item><item><list struct="atomic" id="2721">difll,600</list></item><item><list struct="atomic" id="2722">fsz,3</list></item><item><list id="2723"><item><l>lisar</l></item><item><list struct="atomic" id="2724">-1,0,1,-1,0,1,-1,,1</list></item></list></item></list></variable><variable name="filters"><list id="2725"><item><list id="2726"><item><l>Blur</l></item><item><l>9</l></item><item><list struct="atomic" id="2727">1,1,1,1,1,1,1,1,1</list></item></list></item><item><list id="2728"><item><l>Edge detect</l></item><item><l>9</l></item><item><list struct="atomic" id="2729">3,9,-3,-3,21,-3,0,9,0</list></item></list></item><item><list id="2730"><item><l>Sharpen</l></item><item><l>9</l></item><item><list struct="atomic" id="2731">1,1,1,1,1,1,1,1,1</list></item></list></item><item><list id="2732"><item><l>Darken</l></item><item><l>6</l></item><item><list struct="atomic" id="2733">0,0,0,0,6,0,0,0,0</list></item></list></item><item><list id="2734"><item><l>Lighten</l></item><item><l>9</l></item><item><list struct="atomic" id="2735">0,0,0,0,12,0,0,0,0</list></item></list></item><item><list id="2736"><item><l>Line detection</l></item><item><l>1</l></item><item><list struct="atomic" id="2737">-1,-1,-1,-1,8,-1,-1,-1,-1</list></item></list></item><item><list id="2738"><item><l>V lines</l></item><item><l>1</l></item><item><list struct="atomic" id="2739">2,-1,-1,-1,2,-1,-1,-1,2</list></item></list></item><item><list id="2740"><item><l>Sharpen Int </l></item><item><l>1</l></item><item><list struct="atomic" id="2741">-1,-1,-1,-1,9,-1,-1,-1,-1</list></item></list></item></list></variable></variables></project><media name="00-deepdemo-cv" app="Snap! 5.1, http://snap.berkeley.edu" version="1"></media></snapdata>