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i.getSnapshotBeforeUpdate!="function"||u===t.memoizedProps&&S===t.memoizedState||(e.flags|=1024),e.memoizedProps=a,e.memoizedState=x),i.props=a,i.state=x,i.context=f,a=T):(typeof i.componentDidUpdate!="function"||u===t.memoizedProps&&S===t.memoizedState||(e.flags|=4),typeof i.getSnapshotBeforeUpdate!="function"||u===t.memoizedProps&&S===t.memoizedState||(e.flags|=1024),a=!1)}return i=a,Ti(t,e),a=(e.flags&128)!==0,i||a?(i=e.stateNode,l=a&&typeof l.getDerivedStateFromError!="function"?null:i.render(),e.flags|=1,t!==null&&a?(e.child=Fl(e,t.child,null,n),e.child=Fl(e,null,l,n)):ae(t,e,l,n),e.memoizedState=i.state,t=e.child):t=Pe(t,e,n),t}function Qo(t,e,l,a){return Xl(),e.flags|=256,ae(t,e,l,a),e.child}var Sc={dehydrated:null,treeContext:null,retryLane:0,hydrationErrors:null};function pc(t){return{baseLanes:t,cachePool:Mf()}}function bc(t,e,l){return t=t!==null?t.childLanes&~l:0,e&&(t|=Ee),t}function Zo(t,e,l){var a=e.pendingProps,n=!1,i=(e.flags&128)!==0,u;if((u=i)||(u=t!==null&&t.memoizedState===null?!1:(wt.current&2)!==0),u&&(n=!0,e.flags&=-129),u=(e.flags&32)!==0,e.flags&=-33,t===null){if(ht){if(n?Sl(e):pl(),(t=Rt)?(t=Ir(t,Ce),t=t!==null&&t.data!=="&"?t:null,t!==null&&(e.memoizedState={dehydrated:t,treeContext:rl!==null?{id:Ye,overflow:Ge}:null,retryLane:536870912,hydrationErrors:null},l=Ef(t),l.return=e,e.child=l,ee=e,Rt=null)):t=null,t===null)throw hl(e);return ls(t)?e.lanes=32:e.lanes=536870912,null}var s=a.children;return a=a.fallback,n?(pl(),n=e.mode,s=ji({mode:"hidden",children:s},n),a=wl(a,n,l,null),s.return=e,a.return=e,s.sibling=a,e.child=s,a=e.child,a.memoizedState=pc(l),a.childLanes=bc(t,u,l),e.memoizedState=Sc,mn(null,a)):(Sl(e),xc(e,s))}var 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a=t.alternate;a!==null&&(a.lanes|=e),qu(t.return,e,l)}function Tc(t,e,l,a,n,i){var u=t.memoizedState;u===null?t.memoizedState={isBackwards:e,rendering:null,renderingStartTime:0,last:a,tail:l,tailMode:n,treeForkCount:i}:(u.isBackwards=e,u.rendering=null,u.renderingStartTime=0,u.last=a,u.tail=l,u.tailMode=n,u.treeForkCount=i)}function Ko(t,e,l){var a=e.pendingProps,n=a.revealOrder,i=a.tail;a=a.children;var u=wt.current,s=(u&2)!==0;if(s?(u=u&1|2,e.flags|=128):u&=1,U(wt,u),ae(t,e,a,l),a=ht?tn:0,!s&&t!==null&&(t.flags&128)!==0)t:for(t=e.child;t!==null;){if(t.tag===13)t.memoizedState!==null&&Vo(t,l,e);else if(t.tag===19)Vo(t,l,e);else if(t.child!==null){t.child.return=t,t=t.child;continue}if(t===e)break t;for(;t.sibling===null;){if(t.return===null||t.return===e)break 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u=e.memoizedState;if(a=u.cache,ml(e,Qt,a),a!==i.cache&&Yu(e,[Qt],l,!0),sn(),a=u.element,i.isDehydrated)if(i={element:a,isDehydrated:!1,cache:u.cache},e.updateQueue.baseState=i,e.memoizedState=i,e.flags&256){e=Qo(t,e,a,l);break t}else if(a!==n){n=Ae(Error(o(424)),e),en(n),e=Qo(t,e,a,l);break t}else for(t=e.stateNode.containerInfo,t.nodeType===9?t=t.body:t=t.nodeName==="HTML"?t.ownerDocument.body:t,Rt=Re(t.firstChild),ee=e,ht=!0,dl=null,Ce=!0,l=qf(e,null,a,l),e.child=l;l;)l.flags=l.flags&-3|4096,l=l.sibling;else{if(Xl(),a===n){e=Pe(t,e,l);break t}ae(t,e,a,l)}e=e.child}return e;case 26:return Ti(t,e),t===null?(l=nd(e.type,null,e.pendingProps,null))?e.memoizedState=l:ht||(l=e.type,t=e.pendingProps,a=Li(nt.current).createElement(l),a[te]=e,a[se]=t,ne(a,l,t),Wt(a),e.stateNode=a):e.memoizedState=nd(e.type,t.memoizedProps,e.pendingProps,t.memoizedState),null;case 27:return 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e.pendingProps}throw Error(o(156,e.tag))}function tl(t){t.flags|=4}function _c(t,e,l,a,n){if((e=(t.mode&32)!==0)&&(e=!1),e){if(t.flags|=16777216,(n&335544128)===n)if(t.stateNode.complete)t.flags|=8192;else if(br())t.flags|=8192;else throw Jl=si,Xu}else t.flags&=-16777217}function Fo(t,e){if(e.type!=="stylesheet"||(e.state.loading&4)!==0)t.flags&=-16777217;else if(t.flags|=16777216,!fd(e))if(br())t.flags|=8192;else throw Jl=si,Xu}function _i(t,e){e!==null&&(t.flags|=4),t.flags&16384&&(e=t.tag!==22?_s():536870912,t.lanes|=e,Na|=e)}function yn(t,e){if(!ht)switch(t.tailMode){case"hidden":e=t.tail;for(var l=null;e!==null;)e.alternate!==null&&(l=e),e=e.sibling;l===null?t.tail=null:l.sibling=null;break;case"collapsed":l=t.tail;for(var a=null;l!==null;)l.alternate!==null&&(a=l),l=l.sibling;a===null?e||t.tail===null?t.tail=null:t.tail.sibling=null:a.sibling=null}}function Dt(t){var e=t.alternate!==null&&t.alternate.child===t.child,l=0,a=0;if(e)for(var 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2;case"drag":case"dragenter":case"dragexit":case"dragleave":case"dragover":case"mousemove":case"mouseout":case"mouseover":case"pointermove":case"pointerout":case"pointerover":case"scroll":case"touchmove":case"wheel":case"mouseenter":case"mouseleave":case"pointerenter":case"pointerleave":return 8;case"message":switch(Dd()){case Es:return 2;case Ts:return 8;case qn:case Ud:return 32;case js:return 268435456;default:return 32}default:return 32}}var rs=!1,Nl=null,Ol=null,Cl=null,Cn=new Map,Mn=new Map,Ml=[],Fm="mousedown mouseup touchcancel touchend touchstart auxclick dblclick pointercancel pointerdown pointerup dragend dragstart drop compositionend compositionstart keydown keypress keyup input textInput copy cut paste click change contextmenu reset".split(" ");function 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Jt{constructor(m){this.callbacks=m||{},this.localVideoElement=null,this.displayVideoElement=null,this.canvas=null,this.stream=null,this.ws=null,this.isStreaming=!1,this.sessionId=null,this.sessionStartTime=null,this.frameRate=15,this.captureInterval=null,this.reconnectTimeout=null,this.currentStatus=!1,this.statusBuffer=[],this.bufferSize=3,this.latestDetectionData=null,this.lastConfidence=0,this._tessellation=null,this._animFrameId=null,this.calibration=ps(),this.stats={framesSent:0,framesProcessed:0,focusedFrames:0,avgLatency:0,lastLatencies:[]}}async initCamera(m,E){try{return console.log("Initializing local camera..."),this.stream=await 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message:",N)}},C.onerror=()=>{console.error("WebSocket error:",{url:M,readyState:C.readyState}),R(`Failed to connect to ${M}. Check that the backend server is running and reachable.`)},C.onclose=b=>{if(console.log("WebSocket disconnected",b.code,b.reason),this.ws===C&&(this.ws=null),!Z){R(`WebSocket closed before connection was established (${b.code||"no code"}). Check that the backend server is running on the expected port.`);return}this.isStreaming&&(console.log("Attempting to reconnect..."),this.reconnectTimeout&&clearTimeout(this.reconnectTimeout),this.reconnectTimeout=setTimeout(()=>{this.reconnectTimeout=null,this.isStreaming&&this.connectWebSocket().catch(N=>{console.error("Reconnect failed:",N)})},2e3))}})}startCapture(){const m=1e3/this.frameRate;this._sendingBlob=!1,this.captureInterval=setInterval(()=>{if(!(!this.isStreaming||!this.ws||this.ws.readyState!==WebSocket.OPEN)&&!this._sendingBlob)try{this.canvas.getContext("2d").drawImage(this.localVideoElement,0,0,this.canvas.width,this.canvas.height),this._sendingBlob=!0,this.canvas.toBlob(o=>{this._sendingBlob=!1,o&&this.ws&&this.ws.readyState===WebSocket.OPEN&&(this.ws.send(o),this.stats.framesSent++)},"image/jpeg",.75)}catch(E){this._sendingBlob=!1,console.error("Capture error:",E)}},m),console.log(`Capturing at ${this.frameRate} FPS`)}_startRenderLoop(){const m=()=>{if(this.isStreaming){if(this.displayCanvas&&this.localVideoElement&&this.localVideoElement.readyState>=2){const E=this.displayCanvas.getContext("2d"),o=this.displayCanvas.width,M=this.displayCanvas.height;E.drawImage(this.localVideoElement,0,0,o,M);const C=this._lastDetection;if(C){C.landmarks&&this.drawFaceMesh(E,C.landmarks,o,M),E.fillStyle="rgba(0,0,0,0.7)",E.fillRect(0,0,o,55);const q=C.focused?"FOCUSED":"NOT FOCUSED",Z=C.focused?"#00FF00":"#FF0000";E.fillStyle=Z,E.font="bold 18px Arial",E.fillText(q,10,22),C.model&&(E.fillStyle="#FFFFFF",E.font="12px Arial",E.textAlign="right",E.fillText(C.model.toUpperCase(),o-10,22),E.textAlign="left"),E.fillStyle="#FFFFFF",E.font="12px Arial";let R=`conf:${(C.confidence||0).toFixed(2)}`;C.sf!==void 0&&(R+=`  S_face:${C.sf.toFixed(2)}`),C.se!==void 0&&(R+=`  S_eye:${C.se.toFixed(2)}`),C.mar!==void 0&&(R+=`  MAR:${C.mar.toFixed(2)}`),E.fillText(R,10,38),C.yaw!==void 0&&(E.fillStyle="#B4B4B4",E.font="11px 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Arial",E.textAlign="left",E.fillText("GAZE",b+3,N+10)}E.fillStyle="rgba(0,0,0,0.5)",E.fillRect(0,M-25,o,25),E.font="12px Arial",E.fillStyle="#FFFFFF",E.fillText(`FPS: ${this.frameRate} | Latency: ${this.stats.avgLatency.toFixed(0)}ms`,10,M-8)}this._animFrameId=requestAnimationFrame(m)}};this._animFrameId=requestAnimationFrame(m)}_stopRenderLoop(){this._animFrameId&&(cancelAnimationFrame(this._animFrameId),this._animFrameId=null)}handleServerMessage(m){switch(m.type){case"session_started":this.sessionId=m.session_id,this.sessionStartTime=Date.now(),this.stats.framesProcessed=0,this.stats.focusedFrames=0,console.log("Session started:",this.sessionId),this.callbacks.onSessionStart&&this.callbacks.onSessionStart(this.sessionId);break;case"detection":this.stats.framesProcessed++,m.focused&&this.stats.focusedFrames++;const E=performance.now();if(this._lastSendTime){const M=E-this._lastSendTime;this.stats.lastLatencies.push(M),this.stats.lastLatencies.length>10&&this.stats.lastLatencies.shift();const C=this.stats.lastLatencies.reduce((q,Z)=>q+Z,0);this.stats.avgLatency=C/this.stats.lastLatencies.length}this.updateStatus(m.focused),this.latestDetectionData={confidence:m.confidence||0,focused:m.focused,timestamp:E},this.lastConfidence=m.confidence||0,this.callbacks.onStatusUpdate&&this.callbacks.onStatusUpdate(this.currentStatus);const o={focused:m.focused,confidence:m.confidence||0,model:m.model,landmarks:m.lm||m.landmarks||null,yaw:m.yaw,pitch:m.pitch,roll:m.roll,mar:m.mar,sf:m.sf,se:m.se,gaze_x:m.gaze_x,gaze_y:m.gaze_y,on_screen:m.on_screen,gaze_yaw:m.gaze_yaw,gaze_pitch:m.gaze_pitch};this.drawDetectionResult(o);break;case"session_ended":console.log("Received session_ended message"),console.log("Session summary:",m.summary),this.callbacks.onSessionEnd?(console.log("Calling onSessionEnd callback"),this.callbacks.onSessionEnd(m.summary)):console.warn("No onSessionEnd callback registered"),this.sessionId=null,this.sessionStartTime=null;break;case"calibration_started":this.calibration={active:!0,collecting:!0,target:m.target,index:m.index,numPoints:m.num_points,done:!1,success:!1},this.callbacks.onCalibrationUpdate&&this.callbacks.onCalibrationUpdate({...this.calibration});break;case"calibration_point":this.calibration.target=m.target,this.calibration.index=m.index,this.callbacks.onCalibrationUpdate&&this.callbacks.onCalibrationUpdate({...this.calibration});break;case"calibration_verify":this.calibration.collecting=!0,this.calibration.target=m.target,this.calibration.index=-1,this.calibration.verifying=!0,this.calibration.verifyMessage=m.message||"Verify calibration",this.callbacks.onCalibrationUpdate&&this.callbacks.onCalibrationUpdate({...this.calibration});break;case"calibration_done":this.calibration.collecting=!1,this.calibration.verifying=!1,this.calibration.done=!0,this.calibration.success=m.success,this.callbacks.onCalibrationUpdate&&this.callbacks.onCalibrationUpdate({...this.calibration}),setTimeout(()=>{this.calibration.active=!1,this.callbacks.onCalibrationUpdate&&this.callbacks.onCalibrationUpdate({...this.calibration})},2e3);break;case"calibration_cancelled":this.calibration=ps(),this.callbacks.onCalibrationUpdate&&this.callbacks.onCalibrationUpdate({...this.calibration});break;case"error":console.error("Server error:",m.message);break;default:console.log("Unknown message type:",m.type)}}startCalibration(){this.ws&&this.ws.readyState===WebSocket.OPEN&&this.ws.send(JSON.stringify({type:"calibration_start"}))}nextCalibrationPoint(){this.ws&&this.ws.readyState===WebSocket.OPEN&&this.ws.send(JSON.stringify({type:"calibration_next"}))}cancelCalibration(){this.ws&&this.ws.readyState===WebSocket.OPEN&&this.ws.send(JSON.stringify({type:"calibration_cancel"})),this.calibration=ps(),this.callbacks.onCalibrationUpdate&&this.callbacks.onCalibrationUpdate({...this.calibration})}static FACE_OVAL=[10,338,297,332,284,251,389,356,454,323,361,288,397,365,379,378,400,377,152,148,176,149,150,136,172,58,132,93,234,127,162,21,54,103,67,109,10];static LEFT_EYE=[33,7,163,144,145,153,154,155,133,173,157,158,159,160,161,246];static RIGHT_EYE=[362,382,381,380,374,373,390,249,263,466,388,387,386,385,384,398];static LEFT_IRIS=[468,469,470,471,472];static RIGHT_IRIS=[473,474,475,476,477];static LEFT_EYEBROW=[70,63,105,66,107,55,65,52,53,46];static RIGHT_EYEBROW=[300,293,334,296,336,285,295,282,283,276];static NOSE_BRIDGE=[6,197,195,5,4,1,19,94,2];static LIPS_OUTER=[61,146,91,181,84,17,314,405,321,375,291,409,270,269,267,0,37,39,40,185,61];static LIPS_INNER=[78,95,88,178,87,14,317,402,318,324,308,415,310,311,312,13,82,81,80,191,78];static LEFT_EAR_POINTS=[33,160,158,133,153,145];static RIGHT_EAR_POINTS=[362,385,387,263,373,380];static LEFT_IRIS_CENTER=468;static RIGHT_IRIS_CENTER=473;static LEFT_EYE_INNER=133;static LEFT_EYE_OUTER=33;static RIGHT_EYE_INNER=362;static RIGHT_EYE_OUTER=263;_drawPolyline(m,E,o,M,C,q,Z,R=!1){if(!E||o.length<2)return;const N=Array.isArray(E)?V=>E[V]:V=>E[String(V)];m.beginPath();const H=N(o[0]);if(H){m.moveTo(H[0]*M,H[1]*C);for(let V=1;V<o.length;V++){const mt=N(o[V]);mt&&m.lineTo(mt[0]*M,mt[1]*C)}R&&m.closePath(),m.strokeStyle=q,m.lineWidth=Z,m.stroke()}}drawFaceMesh(m,E,o,M){if(!E)return;const C=Array.isArray(E);if(C&&E.length<468||!C&&typeof E=="object"&&Object.keys(E).length===0)return;const q=C?k=>E[k]:k=>E[String(k)];if(this._tessellation&&C){m.strokeStyle="rgba(200,200,200,0.25)",m.lineWidth=1,m.beginPath();for(const[k,Et]of this._tessellation){const dt=E[k],Bt=E[Et];!dt||!Bt||(m.moveTo(dt[0]*o,dt[1]*M),m.lineTo(Bt[0]*o,Bt[1]*M))}m.stroke()}this._drawPolyline(m,E,Jt.FACE_OVAL,o,M,"rgba(0,255,255,0.5)",1,!0),this._drawPolyline(m,E,Jt.LEFT_EYEBROW,o,M,"#90EE90",2),this._drawPolyline(m,E,Jt.RIGHT_EYEBROW,o,M,"#90EE90",2),this._drawPolyline(m,E,Jt.LEFT_EYE,o,M,"#00FF00",2,!0),this._drawPolyline(m,E,Jt.RIGHT_EYE,o,M,"#00FF00",2,!0),this._drawPolyline(m,E,Jt.NOSE_BRIDGE,o,M,"rgba(0,165,255,0.6)",1),this._drawPolyline(m,E,Jt.LIPS_OUTER,o,M,"#FF00FF",1),this._drawPolyline(m,E,Jt.LIPS_INNER,o,M,"rgba(200,0,200,0.7)",1);for(const k of[Jt.LEFT_EAR_POINTS,Jt.RIGHT_EAR_POINTS])for(const Et of k){const dt=q(Et);dt&&(m.beginPath(),m.arc(dt[0]*o,dt[1]*M,3,0,2*Math.PI),m.fillStyle="#FFFF00",m.fill())}const Z=[{iris:Jt.LEFT_IRIS,center:Jt.LEFT_IRIS_CENTER,inner:Jt.LEFT_EYE_INNER,outer:Jt.LEFT_EYE_OUTER},{iris:Jt.RIGHT_IRIS,center:Jt.RIGHT_IRIS_CENTER,inner:Jt.RIGHT_EYE_INNER,outer:Jt.RIGHT_EYE_OUTER}],R=this._lastDetection,b=R?R.gaze_yaw:void 0,N=R?R.gaze_pitch:void 0,H=R?R.on_screen:void 0,V=b!==void 0&&N!==void 0,mt=H===!1?"#FF0000":"#00FF00",it=100;for(const{iris:k,center:Et,inner:dt,outer:Bt}of Z){const Nt=q(k[0]);if(!Nt)continue;const xt=Nt[0]*o,Mt=Nt[1]*M;let lt=0,A=0;for(let B=1;B<k.length;B++){const yt=q(k[B]);yt&&(lt+=Math.hypot(yt[0]*o-xt,yt[1]*M-Mt),A++)}const w=Math.max(A>0?lt/A:3,2);if(m.beginPath(),m.arc(xt,Mt,w,0,2*Math.PI),m.strokeStyle="#FF00FF",m.lineWidth=2,m.stroke(),m.beginPath(),m.arc(xt,Mt,3,0,2*Math.PI),m.fillStyle=mt,m.fill(),m.strokeStyle="#FFFFFF",m.lineWidth=1,m.stroke(),V){const B=-it*Math.sin(N)*Math.cos(b),yt=-it*Math.sin(b),ft=xt+B,at=Mt+yt;m.beginPath(),m.moveTo(xt,Mt),m.lineTo(ft,at),m.strokeStyle=mt,m.lineWidth=3,m.stroke();const ut=Math.atan2(at-Mt,ft-xt),Ot=10;m.beginPath(),m.moveTo(ft,at),m.lineTo(ft-Ot*Math.cos(ut-.4),at-Ot*Math.sin(ut-.4)),m.moveTo(ft,at),m.lineTo(ft-Ot*Math.cos(ut+.4),at-Ot*Math.sin(ut+.4)),m.strokeStyle=mt,m.lineWidth=2,m.stroke()}else{const B=q(dt),yt=q(Bt);if(B&&yt){const ft=(B[0]+yt[0])/2*o,at=(B[1]+yt[1])/2*M,ut=xt-ft,Ot=Mt-at,qt=Math.hypot(ut,Ot);if(qt>.5){const p=it/qt;m.beginPath(),m.moveTo(xt,Mt),m.lineTo(xt+ut*p,Mt+Ot*p),m.strokeStyle="#00FFFF",m.lineWidth=2,m.stroke()}}}}}drawDetectionResult(m){this._lastDetection=m}updateStatus(m){if(this.statusBuffer.push(m),this.statusBuffer.length>this.bufferSize&&this.statusBuffer.shift(),this.statusBuffer.length<this.bufferSize)return!1;const o=this.statusBuffer.filter(M=>M).length/this.statusBuffer.length;this.currentStatus,o>=.75?this.currentStatus=!0:o<=.25&&(this.currentStatus=!1)}async stopStreaming(){if(console.log("Stopping streaming..."),this.isStreaming=!1,this.reconnectTimeout&&(clearTimeout(this.reconnectTimeout),this.reconnectTimeout=null),this._stopRenderLoop(),this._lastDetection=null,this.captureInterval&&(clearInterval(this.captureInterval),this.captureInterval=null),this.ws&&this.ws.readyState===WebSocket.OPEN&&this.sessionId){const m=this.sessionId,E=new Promise(o=>{const M=this.ws.onmessage,C=setTimeout(()=>{this.ws.onmessage=M,console.log("Session end timeout, proceeding anyway"),o()},2e3);this.ws.onmessage=q=>{try{const Z=JSON.parse(q.data);Z.type==="session_ended"?(clearTimeout(C),this.handleServerMessage(Z),this.ws.onmessage=M,o()):this.handleServerMessage(Z)}catch(Z){console.error("Failed to parse message:",Z)}}});console.log("Sending end_session request for session:",m),this.ws.send(JSON.stringify({type:"end_session",session_id:m})),await E}await new Promise(m=>setTimeout(m,200)),this.ws&&(this.ws.close(),this.ws=null),this.stream&&(this.stream.getTracks().forEach(m=>m.stop()),this.stream=null),this.localVideoElement&&(this.localVideoElement.srcObject=null),this.displayCanvas&&this.displayCanvas.getContext("2d").clearRect(0,0,this.displayCanvas.width,this.displayCanvas.height),console.log("Streaming stopped"),console.log("Stats:",this.stats)}setFrameRate(m){this.frameRate=Math.max(10,Math.min(30,m)),console.log(`Frame rate set to ${this.frameRate} FPS`),this.isStreaming&&this.captureInterval&&(clearInterval(this.captureInterval),this.startCapture())}getStats(){return{...this.stats,isStreaming:this.isStreaming,sessionId:this.sessionId,currentStatus:this.currentStatus,lastConfidence:this.lastConfidence}}}function r0({setActiveTab:y}){return c.jsxs("main",{id:"page-a",className:"page",children:[c.jsx("h1",{children:"FocusGuard"}),c.jsx("p",{children:"Your productivity monitor assistant."}),c.jsx("div",{className:"home-button-grid",children:c.jsx("button",{type:"button",className:"btn-main",onClick:()=>y("focus"),children:"Start Focus"})})]})}const d0=2e3,h0=3e3,m0=3e3;function y0({calibration:y,videoManager:m}){const[E,o]=J.useState(0),M=J.useRef(null),C=J.useRef(null),q=J.useRef(null),Z=J.useCallback(()=>{const k=q.current;if(!k)return;const Et=k.requestFullscreen||k.webkitRequestFullscreen||k.msRequestFullscreen;Et&&Et.call(k).catch(()=>{})},[]),R=J.useCallback(()=>{if(document.fullscreenElement||document.webkitFullscreenElement){const k=document.exitFullscreen||document.webkitExitFullscreen||document.msExitFullscreen;k&&k.call(document).catch(()=>{})}},[]);J.useEffect(()=>{if(y&&y.active&&!y.done){const k=setTimeout(Z,100);return()=>clearTimeout(k)}},[y?.active]),J.useEffect(()=>{(!y||!y.active)&&R()},[y?.active]),J.useEffect(()=>{if(!y||!y.collecting||y.done){o(0),M.current&&cancelAnimationFrame(M.current);return}C.current=performance.now();const k=y.verifying?m0:y.index===0?h0:d0,Et=()=>{const dt=Math.min((performance.now()-C.current)/k,1);o(dt),dt>=1&&(m&&m.nextCalibrationPoint(),C.current=performance.now(),o(0)),M.current=requestAnimationFrame(Et)};return M.current=requestAnimationFrame(Et),()=>{M.current&&cancelAnimationFrame(M.current)}},[y?.index,y?.collecting,y?.done]);const b=()=>{m&&m.cancelCalibration(),R()};if(!y||!y.active)return null;if(y.done){const k=y.success;return c.jsx("div",{ref:q,className:"cal-overlay",children:c.jsxs("div",{className:`cal-done-card ${k?"cal-done-success":"cal-done-fail"}`,children:[c.jsx("div",{className:"cal-done-eyebrow",children:k?"Complete":"Failed"}),c.jsx("h2",{className:"cal-done-title",children:k?"Calibration Complete":"Calibration Failed"}),c.jsx("p",{className:"cal-done-subtitle",children:k?"Gaze tracking is now active.":"Not enough samples collected. Try again."})]})})}const[N,H]=y.target||[.5,.5],V=y.verifying,mt=V?"#007BFF":"#28a745",it=V?"rgba(0, 123, 255, 0.6)":"rgba(40, 167, 69, 0.6)";return c.jsxs("div",{ref:q,className:"cal-overlay",children:[c.jsx("div",{className:"cal-header",children:V?c.jsxs(c.Fragment,{children:[c.jsx("span",{className:"cal-eyebrow cal-eyebrow-verify",children:"Verification"}),c.jsx("p",{className:"cal-instruction",children:"Look at the dot to confirm calibration accuracy"})]}):c.jsxs(c.Fragment,{children:[c.jsxs("span",{className:"cal-eyebrow cal-eyebrow-collect",children:["Point ",y.index+1," of ",y.numPoints]}),c.jsx("p",{className:"cal-instruction",children:y.index===0?"Look at the center dot — this sets your baseline":"Hold your gaze steady on the target"})]})}),c.jsxs("div",{className:"cal-target",style:{left:`${N*100}%`,top:`${H*100}%`},children:[c.jsxs("svg",{width:"60",height:"60",className:"cal-ring",children:[c.jsx("circle",{cx:"30",cy:"30",r:"24",fill:"none",stroke:"rgba(255,255,255,0.12)",strokeWidth:"3"}),c.jsx("circle",{cx:"30",cy:"30",r:"24",fill:"none",stroke:mt,strokeWidth:"3",strokeDasharray:`${E*150.8} 150.8`,strokeLinecap:"round",transform:"rotate(-90, 30, 30)"})]}),c.jsx("div",{className:"cal-dot",style:{background:`radial-gradient(circle, #fff 30%, ${mt} 100%)`,boxShadow:`0 0 24px ${it}`}})]}),c.jsx("button",{onClick:b,className:"cal-cancel",children:"Cancel Calibration"})]})}const Xe={intro:"intro",permission:"permission",ready:"ready"},qe={pending:"pending",focused:"focused",notFocused:"not-focused"};function v0(){return c.jsxs("svg",{width:"96",height:"96",viewBox:"0 0 96 96","aria-hidden":"true",children:[c.jsx("circle",{cx:"48",cy:"48",r:"40",fill:"#007BFF"}),c.jsx("path",{d:"M30 38c0-4 2.7-7 6-7s6 3 6 7",fill:"none",stroke:"#fff",strokeWidth:"6",strokeLinecap:"round"}),c.jsx("path",{d:"M54 38c0-4 2.7-7 6-7s6 3 6 7",fill:"none",stroke:"#fff",strokeWidth:"6",strokeLinecap:"round"}),c.jsx("path",{d:"M30 52c3 11 10 17 18 17s15-6 18-17",fill:"none",stroke:"#fff",strokeWidth:"6",strokeLinecap:"round"})]})}function g0(){return c.jsxs("svg",{width:"110",height:"110",viewBox:"0 0 110 110","aria-hidden":"true",children:[c.jsx("rect",{x:"30",y:"36",width:"50",height:"34",rx:"5",fill:"none",stroke:"#007BFF",strokeWidth:"6"}),c.jsx("path",{d:"M24 72h62c0 9-7 16-16 16H40c-9 0-16-7-16-16Z",fill:"none",stroke:"#007BFF",strokeWidth:"6"}),c.jsx("path",{d:"M55 28v8",stroke:"#007BFF",strokeWidth:"6",strokeLinecap:"round"}),c.jsx("circle",{cx:"55",cy:"36",r:"14",fill:"none",stroke:"#007BFF",strokeWidth:"6"}),c.jsx("circle",{cx:"55",cy:"36",r:"4",fill:"#007BFF"}),c.jsx("path",{d:"M46 83h18",stroke:"#007BFF",strokeWidth:"6",strokeLinecap:"round"})]})}const S0=["hybrid","xgboost","mlp","geometric"],ce={hybrid:{label:"Hybrid",tagline:"Best overall — combines ML with geometric scoring",how:"Fuses XGBoost predictions (30%) with geometric face/eye scores (70%). Uses a weighted blend tuned with LOPO evaluation.",accuracy:"N/A",f1:"0.8409",auc:"N/A",threshold:"0.46",evaluation:"LOPO tuning (9 participants, 144K frames)",features:"10 features: head deviation, face score, eye scores (EAR), gaze offset, pitch, horizontal gaze, PERCLOS",strengths:"Most robust across different people. Latest LOPO mean F1 is 0.8409 at w_mlp=0.3.",badge:"Recommended"},xgboost:{label:"XGBoost",tagline:"Highest raw accuracy — gradient-boosted decision trees",how:"Ensemble of 600 decision trees (max depth 8). Each tree learns to correct errors from previous trees. Outputs probability of focused state.",accuracy:"95.87%",f1:"0.9585",auc:"0.9908",threshold:"0.38",evaluation:"Random split test (15%) + LOPO thresholds",features:"10 features: head deviation, face score, eye scores (EAR), gaze offset, pitch, horizontal gaze, PERCLOS",strengths:"Strong pattern recognition and fast inference. LOPO: AUC 0.8695, optimal threshold 0.280, F1 0.8549.",badge:null},mlp:{label:"MLP",tagline:"Lightweight neural network — fast and efficient",how:"Two-layer neural network (64→32 neurons). Takes 10 face features, applies learned weights, outputs focused/unfocused probability via softmax.",accuracy:"92.92%",f1:"0.9287",auc:"0.9714",threshold:"0.23",evaluation:"Random split test (15%) + LOPO thresholds",features:"10 features: head deviation, face score, eye scores (EAR), gaze offset, pitch, horizontal gaze, PERCLOS",strengths:"Fastest inference and smallest model size. LOPO: AUC 0.8624, optimal threshold 0.228, F1 0.8578.",badge:null},geometric:{label:"Geometric",tagline:"Baseline only — hardcoded thresholds, no learning",how:"Uses fixed thresholds on head orientation (70%) and eye openness (30%). No training — just hand-tuned rules on 478 face landmarks. Cannot adapt to new faces or environments.",accuracy:"N/A",f1:"0.8195",auc:"N/A",threshold:"0.55",evaluation:"LOPO geometric sweep",features:"Head yaw/pitch/roll angles, eye aspect ratio (EAR), iris gaze offset, mouth aspect ratio (MAR)",strengths:"No model files needed. Useful fallback when model checkpoints are unavailable.",badge:"Baseline"}};function p0({videoManager:y,sessionResult:m,setSessionResult:E,isActive:o}){const[M,C]=J.useState(15),[q,Z]=J.useState([]),[R,b]=J.useState(null),[N,H]=J.useState(null),[V,mt]=J.useState([]),[it,k]=J.useState("mlp"),[Et,dt]=J.useState(Xe.intro),[Bt,Nt]=J.useState(!1),[xt,Mt]=J.useState(!1),[lt,A]=J.useState(qe.pending),[w,B]=J.useState(""),[yt,ft]=J.useState(null),[at,ut]=J.useState(!1),[Ot,qt]=J.useState(!1),p=J.useRef(null),D=J.useRef(null),Y=J.useRef(null),L=J.useRef(null),$=J.useRef(null),r=O=>{if(O===0)return"0s";const tt=Math.floor(O/60),gt=Math.floor(O%60);return`${tt}m ${gt}s`},j=()=>{$.current&&(cancelAnimationFrame($.current),$.current=null)},U=()=>{j();const O=()=>{const tt=D.current,gt=p.current;if(!tt||!gt||!Bt||y?.isStreaming){$.current=null;return}gt.readyState>=2&&tt.getContext("2d").drawImage(gt,0,0,tt.width,tt.height),$.current=requestAnimationFrame(O)};$.current=requestAnimationFrame(O)},G=O=>O?.name==="NotAllowedError"?"Camera permission denied. 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