import * as scrawl from '../source/scrawl.js';
import { reportSpeed } from './utilities.js';import * as scrawl from '../source/scrawl.js';
import { reportSpeed } from './utilities.js';const canvas = scrawl.library.artefact.mycanvas;Magic numbers
const width = 1280,
height = 720;We’ll handle everything in a raw asset object, which a Picture entity can then use as its source
let myAsset = scrawl.makeRawAsset({
name: 'mediapipe-model-interpreter',
userAttributes: [{
key: 'stuff',
defaultValue: false,
setter: function (item) {
if (item) {
this.stuff = item;
this.canvasWidth = width;
this.canvasHeight = height;
this.dirtyData = true;
}
},
},{
key: 'canvasWidth',
defaultValue: 0,
setter: () => {},
},{
key: 'canvasHeight',
defaultValue: 0,
setter: () => {},
}],
updateSource: function (assetWrapper) {
const { element, engine, canvasWidth, canvasHeight, stuff } = assetWrapper;
engine.save();Clear the RawAsset’s canvass element
element.width = canvasWidth;
element.height = canvasHeight;The model’s results supply an entire WebGL2 canvas in stuff.image
if (stuff.multiFaceLandmarks) {
for (const landmarks of stuff.multiFaceLandmarks) {We’ll draw stuff on the canvas using MediaPipe’s own drawing routines @ts-expect-error
drawConnectors(engine, landmarks, FACEMESH_TESSELATION, {color: '#707070', lineWidth: 1});@ts-expect-error
drawConnectors(engine, landmarks, FACEMESH_RIGHT_EYE, {color: '#FF3030'});@ts-expect-error
drawConnectors(engine, landmarks, FACEMESH_RIGHT_EYEBROW, {color: '#FF3030'});@ts-expect-error
drawConnectors(engine, landmarks, FACEMESH_LEFT_EYE, {color: '#30FF30'});@ts-expect-error
drawConnectors(engine, landmarks, FACEMESH_LEFT_EYEBROW, {color: '#30FF30'});@ts-expect-error
drawConnectors(engine, landmarks, FACEMESH_FACE_OVAL, {color: '#000000'});@ts-expect-error
drawConnectors(engine, landmarks, FACEMESH_LIPS, {color: '#000000'});
}
}
engine.restore();
},
});The forever loop function, which captures the MediaPipe model’s output and passes it on to our raw asset for processing
const perform = function (stuff) {
myAsset.set({ stuff });
if (!output) output = scrawl.makePicture({
name: 'output',
asset: 'mediapipe-model-interpreter',
dimensions: ['100%', '100%'],
copyDimensions: ['100%', '100%'],
});
};let video, model, output;Capture the media stream
scrawl.importMediaStream({
name: 'device-camera',
audio: false,
})
.then(mycamera => {
video = mycamera;@ts-expect-error
video.source.width = width;@ts-expect-error
video.source.height = height;
scrawl.makePicture({
name: 'background',
asset: mycamera.name,
dimensions: ['100%', '100%'],
copyDimensions: ['100%', '100%'],
globalAlpha: 0.4,
});Start the MediaPipe model @ts-expect-error
model = new FaceMesh({
locateFile: (file) => `https://cdn.jsdelivr.net/npm/@mediapipe/face_mesh/${file}`,
});
model.setOptions({
maxNumFaces: 1,
minDetectionConfidence: 0.5,
minTrackingConfidence: 0.5
});
model.onResults(perform);Use MediaPipe’s camera functionality to get updates to the forever loop @ts-expect-error
const mediaPipeCamera = new Camera(video.source, {
onFrame: async () => {
await model.send({image: video.source});
},
width,
height,
});
mediaPipeCamera.start();
})
.catch(err => console.log(err.message));Function to display frames-per-second data, and other information relevant to the demo
const report = reportSpeed('#reportmessage');Create the Display cycle animation
scrawl.makeRender({
name: 'demo-animation',
target: canvas,
afterShow: report,
});console.log(scrawl.library);
/*
"FACEMESH_LIPS": [[61,146],[146,91],[91,181],[181,84],[84,17],[17,314],[314,405],[405,321],[321,375],[375,291],[61,185],[185,40],[40,39],[39,37],[37,0],[0,267],[267,269],[269,270],[270,409],[409,291],[78,95],[95,88],[88,178],[178,87],[87,14],[14,317],[317,402],[402,318],[318,324],[324,308],[78,191],[191,80],[80,81],[81,82],[82,13],[13,312],[312,311],[311,310],[310,415],[415,308]]
"FACEMESH_LEFT_EYE": [[263,249],[249,390],[390,373],[373,374],[374,380],[380,381],[381,382],[382,362],[263,466],[466,388],[388,387],[387,386],[386,385],[385,384],[384,398],[398,362]]
"FACEMESH_LEFT_EYEBROW": [[276,283],[283,282],[282,295],[295,285],[300,293],[293,334],[334,296],[296,336]]
"FACEMESH_RIGHT_EYE": [[33,7],[7,163],[163,144],[144,145],[145,153],[153,154],[154,155],[155,133],[33,246],[246,161],[161,160],[160,159],[159,158],[158,157],[157,173],[173,133]]
"FACEMESH_RIGHT_EYEBROW": [[46,53],[53,52],[52,65],[65,55],[70,63],[63,105],[105,66],[66,107]]
"FACEMESH_FACE_OVAL": [[10,338],[338,297],[297,332],[332,284],[284,251],[251,389],[389,356],[356,454],[454,323],[323,361],[361,288],[288,397],[397,365],[365,379],[379,378],[378,400],[400,377],[377,152],[152,148],[148,176],[176,149],[149,150],[150,136],[136,172],[172,58],[58,132],[132,93],[93,234],[234,127],[127,162],[162,21],[21,54],[54,103],[103,67],[67,109],[109,10]]
"FACEMESH_CONTOURS": [[61,146],[146,91],[91,181],[181,84],[84,17],[17,314],[314,405],[405,321],[321,375],[375,291],[61,185],[185,40],[40,39],[39,37],[37,0],[0,267],[267,269],[269,270],[270,409],[409,291],[78,95],[95,88],[88,178],[178,87],[87,14],[14,317],[317,402],[402,318],[318,324],[324,308],[78,191],[191,80],[80,81],[81,82],[82,13],[13,312],[312,311],[311,310],[310,415],[415,308],[263,249],[249,390],[390,373],[373,374],[374,380],[380,381],[381,382],[382,362],[263,466],[466,388],[388,387],[387,386],[386,385],[385,384],[384,398],[398,362],[276,283],[283,282],[282,295],[295,285],[300,293],[293,334],[334,296],[296,336],[33,7],[7,163],[163,144],[144,145],[145,153],[153,154],[154,155],[155,133],[33,246],[246,161],[161,160],[160,159],[159,158],[158,157],[157,173],[173,133],[46,53],[53,52],[52,65],[65,55],[70,63],[63,105],[105,66],[66,107],[10,338],[338,297],[297,332],[332,284],[284,251],[251,389],[389,356],[356,454],[454,323],[323,361],[361,288],[288,397],[397,365],[365,379],[379,378],[378,400],[400,377],[377,152],[152,148],[148,176],[176,149],[149,150],[150,136],[136,172],[172,58],[58,132],[132,93],[93,234],[234,127],[127,162],[162,21],[21,54],[54,103],[103,67],[67,109],[109,10]]
"FACEMESH_TESSELATION": [[127,34],[34,139],[139,127],[11,0],[0,37],[37,11],[232,231],[231,120],[120,232],[72,37],[37,39],[39,72],[128,121],[121,47],[47,128],[232,121],[121,128],[128,232],[104,69],[69,67],[67,104],[175,171],[171,148],[148,175],[118,50],[50,101],[101,118],[73,39],[39,40],[40,73],[9,151],[151,108],[108,9],[48,115],[115,131],[131,48],[194,204],[204,211],[211,194],[74,40],[40,185],[185,74],[80,42],[42,183],[183,80],[40,92],[92,186],[186,40],[230,229],[229,118],[118,230],[202,212],[212,214],[214,202],[83,18],[18,17],[17,83],[76,61],[61,146],[146,76],[160,29],[29,30],[30,160],[56,157],[157,173],[173,56],[106,204],[204,194],[194,106],[135,214],[214,192],[192,135],[203,165],[165,98],[98,203],[21,71],[71,68],[68,21],[51,45],[45,4],[4,51],[144,24],[24,23],[23,144],[77,146],[146,91],[91,77],[205,50],[50,187],[187,205],[201,200],[200,18],[18,201],[91,106],[106,182],[182,91],[90,91],[91,181],[181,90],[85,84],[84,17],[17,85],[206,203],[203,36],[36,206],[148,171],[171,140],[140,148],[92,40],[40,39],[39,92],[193,189],[189,244],[244,193],[159,158],[158,28],[28,159],[247,246],[246,161],[161,247],[236,3],[3,196],[196,236],[54,68],[68,104],[104,54],[193,168],[168,8],[8,193],[117,228],[228,31],[31,117],[189,193],[193,55],[55,189],[98,97],[97,99],[99,98],[126,47],[47,100],[100,126],[166,79],[79,218],[218,166],[155,154],[154,26],[26,155],[209,49],[49,131],[131,209],[135,136],[136,150],[150,135],[47,126],[126,217],[217,47],[223,52],[52,53],[53,223],[45,51],[51,134],[134,45],[211,170],[170,140],[140,211],[67,69],[69,108],[108,67],[43,106],[106,91],[91,43],[230,119],[119,120],[120,230],[226,130],[130,247],[247,226],[63,53],[53,52],[52,63],[238,20],[20,242],[242,238],[46,70],[70,156],[156,46],[78,62],[62,96],[96,78],[46,53],[53,63],[63,46],[143,34],[34,227],[227,143],[123,117],[117,111],[111,123],[44,125],[125,19],[19,44],[236,134],[134,51],[51,236],[216,206],[206,205],[205,216],[154,153],[153,22],[22,154],[39,37],[37,167],[167,39],[200,201],[201,208],[208,200],[36,142],[142,100],[100,36],[57,212],[212,202],[202,57],[20,60],[60,99],[99,20],[28,158],[158,157],[157,28],[35,226],[226,113],[113,35],[160,159],[159,27],[27,160],[204,202],[202,210],[210,204],[113,225],[225,46],[46,113],[43,202],[202,204],[204,43],[62,76],[76,77],[77,62],[137,123],[123,116],[116,137],[41,38],[38,72],[72,41],[203,129],[129,142],[142,203],[64,98],[98,240],[240,64],[49,102],[102,64],[64,49],[41,73],[73,74],[74,41],[212,216],[216,207],[207,212],[42,74],[74,184],[184,42],[169,170],[170,211],[211,169],[170,149],[149,176],[176,170],[105,66],[66,69],[69,105],[122,6],[6,168],[168,122],[123,147],[147,187],[187,123],[96,77],[77,90],[90,96],[65,55],[55,107],[107,65],[89,90],[90,180],[180,89],[101,100],[100,120],[120,101],[63,105],[105,104],[104,63],[93,137],[137,227],[227,93],[15,86],[86,85],[85,15],[129,102],[102,49],[49,129],[14,87],[87,86],[86,14],[55,8],[8,9],[9,55],[100,47],[47,121],[121,100],[145,23],[23,22],[22,145],[88,89],[89,179],[179,88],[6,122],[122,196],[196,6],[88,95],[95,96],[96,88],[138,172],[172,136],[136,138],[215,58],[58,172],[172,215],[115,48],[48,219],[219,115],[42,80],[80,81],[81,42],[195,3],[3,51],[51,195],[43,146],[146,61],[61,43],[171,175],[175,199],[199,171],[81,82],[82,38],[38,81],[53,46],[46,225],[225,53],[144,163],[163,110],[110,144],[52,65],[65,66],[66,52],[229,228],[228,117],[117,229],[34,127],[127,234],[234,34],[107,108],[108,69],[69,107],[109,108],[108,151],[151,109],[48,64],[64,235],[235,48],[62,78],[78,191],[191,62],[129,209],[209,126],[126,129],[111,35],[35,143],[143,111],[117,123],[123,50],[50,117],[222,65],[65,52],[52,222],[19,125],[125,141],[141,19],[221,55],[55,65],[65,221],[3,195],[195,197],[197,3],[25,7],[7,33],[33,25],[220,237],[237,44],[44,220],[70,71],[71,139],[139,70],[122,193],[193,245],[245,122],[247,130],[130,33],[33,247],[71,21],[21,162],[162,71],[170,169],[169,150],[150,170],[188,174],[174,196],[196,188],[216,186],[186,92],[92,216],[2,97],[97,167],[167,2],[141,125],[125,241],[241,141],[164,167],[167,37],[37,164],[72,38],[38,12],[12,72],[38,82],[82,13],[13,38],[63,68],[68,71],[71,63],[226,35],[35,111],[111,226],[101,50],[50,205],[205,101],[206,92],[92,165],[165,206],[209,198],[198,217],[217,209],[165,167],[167,97],[97,165],[220,115],[115,218],[218,220],[133,112],[112,243],[243,133],[239,238],[238,241],[241,239],[214,135],[135,169],[169,214],[190,173],[173,133],[133,190],[171,208],[208,32],[32,171],[125,44],[44,237],[237,125],[86,87],[87,178],[178,86],[85,86],[86,179],[179,85],[84,85],[85,180],[180,84],[83,84],[84,181],[181,83],[201,83],[83,182],[182,201],[137,93],[93,132],[132,137],[76,62],[62,183],[183,76],[61,76],[76,184],[184,61],[57,61],[61,185],[185,57],[212,57],[57,186],[186,212],[214,207],[207,187],[187,214],[34,143],[143,156],[156,34],[79,239],[239,237],[237,79],[123,137],[137,177],[177,123],[44,1],[1,4],[4,44],[201,194],[194,32],[32,201],[64,102],[102,129],[129,64],[213,215],[215,138],[138,213],[59,166],[166,219],[219,59],[242,99],[99,97],[97,242],[2,94],[94,141],[141,2],[75,59],[59,235],[235,75],[24,110],[110,228],[228,24],[25,130],[130,226],[226,25],[23,24],[24,229],[229,23],[22,23],[23,230],[230,22],[26,22],[22,231],[231,26],[112,26],[26,232],[232,112],[189,190],[190,243],[243,189],[221,56],[56,190],[190,221],[28,56],[56,221],[221,28],[27,28],[28,222],[222,27],[29,27],[27,223],[223,29],[30,29],[29,224],[224,30],[247,30],[30,225],[225,247],[238,79],[79,20],[20,238],[166,59],[59,75],[75,166],[60,75],[75,240],[240,60],[147,177],[177,215],[215,147],[20,79],[79,166],[166,20],[187,147],[147,213],[213,187],[112,233],[233,244],[244,112],[233,128],[128,245],[245,233],[128,114],[114,188],[188,128],[114,217],[217,174],[174,114],[131,115],[115,220],[220,131],[217,198],[198,236],[236,217],[198,131],[131,134],[134,198],[177,132],[132,58],[58,177],[143,35],[35,124],[124,143],[110,163],[163,7],[7,110],[228,110],[110,25],[25,228],[356,389],[389,368],[368,356],[11,302],[302,267],[267,11],[452,350],[350,349],[349,452],[302,303],[303,269],[269,302],[357,343],[343,277],[277,357],[452,453],[453,357],[357,452],[333,332],[332,297],[297,333],[175,152],[152,377],[377,175],[347,348],[348,330],[330,347],[303,304],[304,270],[270,303],[9,336],[336,337],[337,9],[278,279],[279,360],[360,278],[418,262],[262,431],[431,418],[304,408],[408,409],[409,304],[310,415],[415,407],[407,310],[270,409],[409,410],[410,270],[450,348],[348,347],[347,450],[422,430],[430,434],[434,422],[313,314],[314,17],[17,313],[306,307],[307,375],[375,306],[387,388],[388,260],[260,387],[286,414],[414,398],[398,286],[335,406],[406,418],[418,335],[364,367],[367,416],[416,364],[423,358],[358,327],[327,423],[251,284],[284,298],[298,251],[281,5],[5,4],[4,281],[373,374],[374,253],[253,373],[307,320],[320,321],[321,307],[425,427],[427,411],[411,425],[421,313],[313,18],[18,421],[321,405],[405,406],[406,321],[320,404],[404,405],[405,320],[315,16],[16,17],[17,315],[426,425],[425,266],[266,426],[377,400],[400,369],[369,377],[322,391],[391,269],[269,322],[417,465],[465,464],[464,417],[386,257],[257,258],[258,386],[466,260],[260,388],[388,466],[456,399],[399,419],[419,456],[284,332],[332,333],[333,284],[417,285],[285,8],[8,417],[346,340],[340,261],[261,346],[413,441],[441,285],[285,413],[327,460],[460,328],[328,327],[355,371],[371,329],[329,355],[392,439],[439,438],[438,392],[382,341],[341,256],[256,382],[429,420],[420,360],[360,429],[364,394],[394,379],[379,364],[277,343],[343,437],[437,277],[443,444],[444,283],[283,443],[275,440],[440,363],[363,275],[431,262],[262,369],[369,431],[297,338],[338,337],[337,297],[273,375],[375,321],[321,273],[450,451],[451,349],[349,450],[446,342],[342,467],[467,446],[293,334],[334,282],[282,293],[458,461],[461,462],[462,458],[276,353],[353,383],[383,276],[308,324],[324,325],[325,308],[276,300],[300,293],[293,276],[372,345],[345,447],[447,372],[352,345],[345,340],[340,352],[274,1],[1,19],[19,274],[456,248],[248,281],[281,456],[436,427],[427,425],[425,436],[381,256],[256,252],[252,381],[269,391],[391,393],[393,269],[200,199],[199,428],[428,200],[266,330],[330,329],[329,266],[287,273],[273,422],[422,287],[250,462],[462,328],[328,250],[258,286],[286,384],[384,258],[265,353],[353,342],[342,265],[387,259],[259,257],[257,387],[424,431],[431,430],[430,424],[342,353],[353,276],[276,342],[273,335],[335,424],[424,273],[292,325],[325,307],[307,292],[366,447],[447,345],[345,366],[271,303],[303,302],[302,271],[423,266],[266,371],[371,423],[294,455],[455,460],[460,294],[279,278],[278,294],[294,279],[271,272],[272,304],[304,271],[432,434],[434,427],[427,432],[272,407],[407,408],[408,272],[394,430],[430,431],[431,394],[395,369],[369,400],[400,395],[334,333],[333,299],[299,334],[351,417],[417,168],[168,351],[352,280],[280,411],[411,352],[325,319],[319,320],[320,325],[295,296],[296,336],[336,295],[319,403],[403,404],[404,319],[330,348],[348,349],[349,330],[293,298],[298,333],[333,293],[323,454],[454,447],[447,323],[15,16],[16,315],[315,15],[358,429],[429,279],[279,358],[14,15],[15,316],[316,14],[285,336],[336,9],[9,285],[329,349],[349,350],[350,329],[374,380],[380,252],[252,374],[318,402],[402,403],[403,318],[6,197],[197,419],[419,6],[318,319],[319,325],[325,318],[367,364],[364,365],[365,367],[435,367],[367,397],[397,435],[344,438],[438,439],[439,344],[272,271],[271,311],[311,272],[195,5],[5,281],[281,195],[273,287],[287,291],[291,273],[396,428],[428,199],[199,396],[311,271],[271,268],[268,311],[283,444],[444,445],[445,283],[373,254],[254,339],[339,373],[282,334],[334,296],[296,282],[449,347],[347,346],[346,449],[264,447],[447,454],[454,264],[336,296],[296,299],[299,336],[338,10],[10,151],[151,338],[278,439],[439,455],[455,278],[292,407],[407,415],[415,292],[358,371],[371,355],[355,358],[340,345],[345,372],[372,340],[346,347],[347,280],[280,346],[442,443],[443,282],[282,442],[19,94],[94,370],[370,19],[441,442],[442,295],[295,441],[248,419],[419,197],[197,248],[263,255],[255,359],[359,263],[440,275],[275,274],[274,440],[300,383],[383,368],[368,300],[351,412],[412,465],[465,351],[263,467],[467,466],[466,263],[301,368],[368,389],[389,301],[395,378],[378,379],[379,395],[412,351],[351,419],[419,412],[436,426],[426,322],[322,436],[2,164],[164,393],[393,2],[370,462],[462,461],[461,370],[164,0],[0,267],[267,164],[302,11],[11,12],[12,302],[268,12],[12,13],[13,268],[293,300],[300,301],[301,293],[446,261],[261,340],[340,446],[330,266],[266,425],[425,330],[426,423],[423,391],[391,426],[429,355],[355,437],[437,429],[391,327],[327,326],[326,391],[440,457],[457,438],[438,440],[341,382],[382,362],[362,341],[459,457],[457,461],[461,459],[434,430],[430,394],[394,434],[414,463],[463,362],[362,414],[396,369],[369,262],[262,396],[354,461],[461,457],[457,354],[316,403],[403,402],[402,316],[315,404],[404,403],[403,315],[314,405],[405,404],[404,314],[313,406],[406,405],[405,313],[421,418],[418,406],[406,421],[366,401],[401,361],[361,366],[306,408],[408,407],[407,306],[291,409],[409,408],[408,291],[287,410],[410,409],[409,287],[432,436],[436,410],[410,432],[434,416],[416,411],[411,434],[264,368],[368,383],[383,264],[309,438],[438,457],[457,309],[352,376],[376,401],[401,352],[274,275],[275,4],[4,274],[421,428],[428,262],[262,421],[294,327],[327,358],[358,294],[433,416],[416,367],[367,433],[289,455],[455,439],[439,289],[462,370],[370,326],[326,462],[2,326],[326,370],[370,2],[305,460],[460,455],[455,305],[254,449],[449,448],[448,254],[255,261],[261,446],[446,255],[253,450],[450,449],[449,253],[252,451],[451,450],[450,252],[256,452],[452,451],[451,256],[341,453],[453,452],[452,341],[413,464],[464,463],[463,413],[441,413],[413,414],[414,441],[258,442],[442,441],[441,258],[257,443],[443,442],[442,257],[259,444],[444,443],[443,259],[260,445],[445,444],[444,260],[467,342],[342,445],[445,467],[459,458],[458,250],[250,459],[289,392],[392,290],[290,289],[290,328],[328,460],[460,290],[376,433],[433,435],[435,376],[250,290],[290,392],[392,250],[411,416],[416,433],[433,411],[341,463],[463,464],[464,341],[453,464],[464,465],[465,453],[357,465],[465,412],[412,357],[343,412],[412,399],[399,343],[360,363],[363,440],[440,360],[437,399],[399,456],[456,437],[420,456],[456,363],[363,420],[401,435],[435,288],[288,401],[372,383],[383,353],[353,372],[339,255],[255,249],[249,339],[448,261],[261,255],[255,448],[133,243],[243,190],[190,133],[133,155],[155,112],[112,133],[33,246],[246,247],[247,33],[33,130],[130,25],[25,33],[398,384],[384,286],[286,398],[362,398],[398,414],[414,362],[362,463],[463,341],[341,362],[263,359],[359,467],[467,263],[263,249],[249,255],[255,263],[466,467],[467,260],[260,466],[75,60],[60,166],[166,75],[238,239],[239,79],[79,238],[162,127],[127,139],[139,162],[72,11],[11,37],[37,72],[121,232],[232,120],[120,121],[73,72],[72,39],[39,73],[114,128],[128,47],[47,114],[233,232],[232,128],[128,233],[103,104],[104,67],[67,103],[152,175],[175,148],[148,152],[119,118],[118,101],[101,119],[74,73],[73,40],[40,74],[107,9],[9,108],[108,107],[49,48],[48,131],[131,49],[32,194],[194,211],[211,32],[184,74],[74,185],[185,184],[191,80],[80,183],[183,191],[185,40],[40,186],[186,185],[119,230],[230,118],[118,119],[210,202],[202,214],[214,210],[84,83],[83,17],[17,84],[77,76],[76,146],[146,77],[161,160],[160,30],[30,161],[190,56],[56,173],[173,190],[182,106],[106,194],[194,182],[138,135],[135,192],[192,138],[129,203],[203,98],[98,129],[54,21],[21,68],[68,54],[5,51],[51,4],[4,5],[145,144],[144,23],[23,145],[90,77],[77,91],[91,90],[207,205],[205,187],[187,207],[83,201],[201,18],[18,83],[181,91],[91,182],[182,181],[180,90],[90,181],[181,180],[16,85],[85,17],[17,16],[205,206],[206,36],[36,205],[176,148],[148,140],[140,176],[165,92],[92,39],[39,165],[245,193],[193,244],[244,245],[27,159],[159,28],[28,27],[30,247],[247,161],[161,30],[174,236],[236,196],[196,174],[103,54],[54,104],[104,103],[55,193],[193,8],[8,55],[111,117],[117,31],[31,111],[221,189],[189,55],[55,221],[240,98],[98,99],[99,240],[142,126],[126,100],[100,142],[219,166],[166,218],[218,219],[112,155],[155,26],[26,112],[198,209],[209,131],[131,198],[169,135],[135,150],[150,169],[114,47],[47,217],[217,114],[224,223],[223,53],[53,224],[220,45],[45,134],[134,220],[32,211],[211,140],[140,32],[109,67],[67,108],[108,109],[146,43],[43,91],[91,146],[231,230],[230,120],[120,231],[113,226],[226,247],[247,113],[105,63],[63,52],[52,105],[241,238],[238,242],[242,241],[124,46],[46,156],[156,124],[95,78],[78,96],[96,95],[70,46],[46,63],[63,70],[116,143],[143,227],[227,116],[116,123],[123,111],[111,116],[1,44],[44,19],[19,1],[3,236],[236,51],[51,3],[207,216],[216,205],[205,207],[26,154],[154,22],[22,26],[165,39],[39,167],[167,165],[199,200],[200,208],[208,199],[101,36],[36,100],[100,101],[43,57],[57,202],[202,43],[242,20],[20,99],[99,242],[56,28],[28,157],[157,56],[124,35],[35,113],[113,124],[29,160],[160,27],[27,29],[211,204],[204,210],[210,211],[124,113],[113,46],[46,124],[106,43],[43,204],[204,106],[96,62],[62,77],[77,96],[227,137],[137,116],[116,227],[73,41],[41,72],[72,73],[36,203],[203,142],[142,36],[235,64],[64,240],[240,235],[48,49],[49,64],[64,48],[42,41],[41,74],[74,42],[214,212],[212,207],[207,214],[183,42],[42,184],[184,183],[210,169],[169,211],[211,210],[140,170],[170,176],[176,140],[104,105],[105,69],[69,104],[193,122],[122,168],[168,193],[50,123],[123,187],[187,50],[89,96],[96,90],[90,89],[66,65],[65,107],[107,66],[179,89],[89,180],[180,179],[119,101],[101,120],[120,119],[68,63],[63,104],[104,68],[234,93],[93,227],[227,234],[16,15],[15,85],[85,16],[209,129],[129,49],[49,209],[15,14],[14,86],[86,15],[107,55],[55,9],[9,107],[120,100],[100,121],[121,120],[153,145],[145,22],[22,153],[178,88],[88,179],[179,178],[197,6],[6,196],[196,197],[89,88],[88,96],[96,89],[135,138],[138,136],[136,135],[138,215],[215,172],[172,138],[218,115],[115,219],[219,218],[41,42],[42,81],[81,41],[5,195],[195,51],[51,5],[57,43],[43,61],[61,57],[208,171],[171,199],[199,208],[41,81],[81,38],[38,41],[224,53],[53,225],[225,224],[24,144],[144,110],[110,24],[105,52],[52,66],[66,105],[118,229],[229,117],[117,118],[227,34],[34,234],[234,227],[66,107],[107,69],[69,66],[10,109],[109,151],[151,10],[219,48],[48,235],[235,219],[183,62],[62,191],[191,183],[142,129],[129,126],[126,142],[116,111],[111,143],[143,116],[118,117],[117,50],[50,118],[223,222],[222,52],[52,223],[94,19],[19,141],[141,94],[222,221],[221,65],[65,222],[196,3],[3,197],[197,196],[45,220],[220,44],[44,45],[156,70],[70,139],[139,156],[188,122],[122,245],[245,188],[139,71],[71,162],[162,139],[149,170],[170,150],[150,149],[122,188],[188,196],[196,122],[206,216],[216,92],[92,206],[164,2],[2,167],[167,164],[242,141],[141,241],[241,242],[0,164],[164,37],[37,0],[11,72],[72,12],[12,11],[12,38],[38,13],[13,12],[70,63],[63,71],[71,70],[31,226],[226,111],[111,31],[36,101],[101,205],[205,36],[203,206],[206,165],[165,203],[126,209],[209,217],[217,126],[98,165],[165,97],[97,98],[237,220],[220,218],[218,237],[237,239],[239,241],[241,237],[210,214],[214,169],[169,210],[140,171],[171,32],[32,140],[241,125],[125,237],[237,241],[179,86],[86,178],[178,179],[180,85],[85,179],[179,180],[181,84],[84,180],[180,181],[182,83],[83,181],[181,182],[194,201],[201,182],[182,194],[177,137],[137,132],[132,177],[184,76],[76,183],[183,184],[185,61],[61,184],[184,185],[186,57],[57,185],[185,186],[216,212],[212,186],[186,216],[192,214],[214,187],[187,192],[139,34],[34,156],[156,139],[218,79],[79,237],[237,218],[147,123],[123,177],[177,147],[45,44],[44,4],[4,45],[208,201],[201,32],[32,208],[98,64],[64,129],[129,98],[192,213],[213,138],[138,192],[235,59],[59,219],[219,235],[141,242],[242,97],[97,141],[97,2],[2,141],[141,97],[240,75],[75,235],[235,240],[229,24],[24,228],[228,229],[31,25],[25,226],[226,31],[230,23],[23,229],[229,230],[231,22],[22,230],[230,231],[232,26],[26,231],[231,232],[233,112],[112,232],[232,233],[244,189],[189,243],[243,244],[189,221],[221,190],[190,189],[222,28],[28,221],[221,222],[223,27],[27,222],[222,223],[224,29],[29,223],[223,224],[225,30],[30,224],[224,225],[113,247],[247,225],[225,113],[99,60],[60,240],[240,99],[213,147],[147,215],[215,213],[60,20],[20,166],[166,60],[192,187],[187,213],[213,192],[243,112],[112,244],[244,243],[244,233],[233,245],[245,244],[245,128],[128,188],[188,245],[188,114],[114,174],[174,188],[134,131],[131,220],[220,134],[174,217],[217,236],[236,174],[236,198],[198,134],[134,236],[215,177],[177,58],[58,215],[156,143],[143,124],[124,156],[25,110],[110,7],[7,25],[31,228],[228,25],[25,31],[264,356],[356,368],[368,264],[0,11],[11,267],[267,0],[451,452],[452,349],[349,451],[267,302],[302,269],[269,267],[350,357],[357,277],[277,350],[350,452],[452,357],[357,350],[299,333],[333,297],[297,299],[396,175],[175,377],[377,396],[280,347],[347,330],[330,280],[269,303],[303,270],[270,269],[151,9],[9,337],[337,151],[344,278],[278,360],[360,344],[424,418],[418,431],[431,424],[270,304],[304,409],[409,270],[272,310],[310,407],[407,272],[322,270],[270,410],[410,322],[449,450],[450,347],[347,449],[432,422],[422,434],[434,432],[18,313],[313,17],[17,18],[291,306],[306,375],[375,291],[259,387],[387,260],[260,259],[424,335],[335,418],[418,424],[434,364],[364,416],[416,434],[391,423],[423,327],[327,391],[301,251],[251,298],[298,301],[275,281],[281,4],[4,275],[254,373],[373,253],[253,254],[375,307],[307,321],[321,375],[280,425],[425,411],[411,280],[200,421],[421,18],[18,200],[335,321],[321,406],[406,335],[321,320],[320,405],[405,321],[314,315],[315,17],[17,314],[423,426],[426,266],[266,423],[396,377],[377,369],[369,396],[270,322],[322,269],[269,270],[413,417],[417,464],[464,413],[385,386],[386,258],[258,385],[248,456],[456,419],[419,248],[298,284],[284,333],[333,298],[168,417],[417,8],[8,168],[448,346],[346,261],[261,448],[417,413],[413,285],[285,417],[326,327],[327,328],[328,326],[277,355],[355,329],[329,277],[309,392],[392,438],[438,309],[381,382],[382,256],[256,381],[279,429],[429,360],[360,279],[365,364],[364,379],[379,365],[355,277],[277,437],[437,355],[282,443],[443,283],[283,282],[281,275],[275,363],[363,281],[395,431],[431,369],[369,395],[299,297],[297,337],[337,299],[335,273],[273,321],[321,335],[348,450],[450,349],[349,348],[359,446],[446,467],[467,359],[283,293],[293,282],[282,283],[250,458],[458,462],[462,250],[300,276],[276,383],[383,300],[292,308],[308,325],[325,292],[283,276],[276,293],[293,283],[264,372],[372,447],[447,264],[346,352],[352,340],[340,346],[354,274],[274,19],[19,354],[363,456],[456,281],[281,363],[426,436],[436,425],[425,426],[380,381],[381,252],[252,380],[267,269],[269,393],[393,267],[421,200],[200,428],[428,421],[371,266],[266,329],[329,371],[432,287],[287,422],[422,432],[290,250],[250,328],[328,290],[385,258],[258,384],[384,385],[446,265],[265,342],[342,446],[386,387],[387,257],[257,386],[422,424],[424,430],[430,422],[445,342],[342,276],[276,445],[422,273],[273,424],[424,422],[306,292],[292,307],[307,306],[352,366],[366,345],[345,352],[268,271],[271,302],[302,268],[358,423],[423,371],[371,358],[327,294],[294,460],[460,327],[331,279],[279,294],[294,331],[303,271],[271,304],[304,303],[436,432],[432,427],[427,436],[304,272],[272,408],[408,304],[395,394],[394,431],[431,395],[378,395],[395,400],[400,378],[296,334],[334,299],[299,296],[6,351],[351,168],[168,6],[376,352],[352,411],[411,376],[307,325],[325,320],[320,307],[285,295],[295,336],[336,285],[320,319],[319,404],[404,320],[329,330],[330,349],[349,329],[334,293],[293,333],[333,334],[366,323],[323,447],[447,366],[316,15],[15,315],[315,316],[331,358],[358,279],[279,331],[317,14],[14,316],[316,317],[8,285],[285,9],[9,8],[277,329],[329,350],[350,277],[253,374],[374,252],[252,253],[319,318],[318,403],[403,319],[351,6],[6,419],[419,351],[324,318],[318,325],[325,324],[397,367],[367,365],[365,397],[288,435],[435,397],[397,288],[278,344],[344,439],[439,278],[310,272],[272,311],[311,310],[248,195],[195,281],[281,248],[375,273],[273,291],[291,375],[175,396],[396,199],[199,175],[312,311],[311,268],[268,312],[276,283],[283,445],[445,276],[390,373],[373,339],[339,390],[295,282],[282,296],[296,295],[448,449],[449,346],[346,448],[356,264],[264,454],[454,356],[337,336],[336,299],[299,337],[337,338],[338,151],[151,337],[294,278],[278,455],[455,294],[308,292],[292,415],[415,308],[429,358],[358,355],[355,429],[265,340],[340,372],[372,265],[352,346],[346,280],[280,352],[295,442],[442,282],[282,295],[354,19],[19,370],[370,354],[285,441],[441,295],[295,285],[195,248],[248,197],[197,195],[457,440],[440,274],[274,457],[301,300],[300,368],[368,301],[417,351],[351,465],[465,417],[251,301],[301,389],[389,251],[394,395],[395,379],[379,394],[399,412],[412,419],[419,399],[410,436],[436,322],[322,410],[326,2],[2,393],[393,326],[354,370],[370,461],[461,354],[393,164],[164,267],[267,393],[268,302],[302,12],[12,268],[312,268],[268,13],[13,312],[298,293],[293,301],[301,298],[265,446],[446,340],[340,265],[280,330],[330,425],[425,280],[322,426],[426,391],[391,322],[420,429],[429,437],[437,420],[393,391],[391,326],[326,393],[344,440],[440,438],[438,344],[458,459],[459,461],[461,458],[364,434],[434,394],[394,364],[428,396],[396,262],[262,428],[274,354],[354,457],[457,274],[317,316],[316,402],[402,317],[316,315],[315,403],[403,316],[315,314],[314,404],[404,315],[314,313],[313,405],[405,314],[313,421],[421,406],[406,313],[323,366],[366,361],[361,323],[292,306],[306,407],[407,292],[306,291],[291,408],[408,306],[291,287],[287,409],[409,291],[287,432],[432,410],[410,287],[427,434],[434,411],[411,427],[372,264],[264,383],[383,372],[459,309],[309,457],[457,459],[366,352],[352,401],[401,366],[1,274],[274,4],[4,1],[418,421],[421,262],[262,418],[331,294],[294,358],[358,331],[435,433],[433,367],[367,435],[392,289],[289,439],[439,392],[328,462],[462,326],[326,328],[94,2],[2,370],[370,94],[289,305],[305,455],[455,289],[339,254],[254,448],[448,339],[359,255],[255,446],[446,359],[254,253],[253,449],[449,254],[253,252],[252,450],[450,253],[252,256],[256,451],[451,252],[256,341],[341,452],[452,256],[414,413],[413,463],[463,414],[286,441],[441,414],[414,286],[286,258],[258,441],[441,286],[258,257],[257,442],[442,258],[257,259],[259,443],[443,257],[259,260],[260,444],[444,259],[260,467],[467,445],[445,260],[309,459],[459,250],[250,309],[305,289],[289,290],[290,305],[305,290],[290,460],[460,305],[401,376],[376,435],[435,401],[309,250],[250,392],[392,309],[376,411],[411,433],[433,376],[453,341],[341,464],[464,453],[357,453],[453,465],[465,357],[343,357],[357,412],[412,343],[437,343],[343,399],[399,437],[344,360],[360,440],[440,344],[420,437],[437,456],[456,420],[360,420],[420,363],[363,360],[361,401],[401,288],[288,361],[265,372],[372,353],[353,265],[390,339],[339,249],[249,390],[339,448],[448,255],[255,339]]
*/