diff --git a/26_T1/afl_player_tracking_and_crowd_monitoring/frontend/client/pages/ApiDiagnostics.tsx b/26_T1/afl_player_tracking_and_crowd_monitoring/frontend/client/pages/ApiDiagnostics.tsx
index 68d3d484e..6ca93f005 100644
--- a/26_T1/afl_player_tracking_and_crowd_monitoring/frontend/client/pages/ApiDiagnostics.tsx
+++ b/26_T1/afl_player_tracking_and_crowd_monitoring/frontend/client/pages/ApiDiagnostics.tsx
@@ -201,6 +201,7 @@ export default function ApiDiagnostics() {
   const [testResult, setTestResult] = useState<any>(null);
   const [isTesting, setIsTesting] = useState(false);
   const [selectedTimeRange, setSelectedTimeRange] = useState("1h");
+  const [highlightedCards, setHighlightedCards] = useState<string[]>([]);
 
   // Simulate real-time updates
   useEffect(() => {
@@ -223,6 +224,24 @@ export default function ApiDiagnostics() {
     return () => clearInterval(interval);
   }, [isLive]);
 
+  const toggleHighlightedCard = (cardName: string) => {
+    setHighlightedCards((prev) =>
+      prev.includes(cardName)
+        ? prev.filter((item) => item !== cardName)
+        : [...prev, cardName],
+    );
+  };
+
+  const getOverviewCardClassName = (cardName: string) => {
+    const isHighlighted = highlightedCards.includes(cardName);
+
+    return `cursor-pointer transition-all duration-200 ${
+      isHighlighted
+        ? "ring-2 ring-green-500 bg-green-50 shadow-lg scale-[1.02]"
+        : "hover:shadow-md hover:scale-[1.01]"
+    }`;
+  };
+
   const runApiTest = async () => {
     setIsTesting(true);
     setTestResult(null);
@@ -307,7 +326,10 @@ export default function ApiDiagnostics() {
 
           {/* Overview Cards */}
           <div className="grid grid-cols-2 lg:grid-cols-4 gap-4">
-            <Card>
+            <Card
+              className={getOverviewCardClassName("API Health")}
+              onClick={() => toggleHighlightedCard("API Health")}
+            >
               <CardContent className="p-4">
                 <div className="flex items-center justify-between">
                   <div>
@@ -332,7 +354,10 @@ export default function ApiDiagnostics() {
               </CardContent>
             </Card>
 
-            <Card>
+            <Card
+              className={getOverviewCardClassName("Avg Response")}
+              onClick={() => toggleHighlightedCard("Avg Response")}
+            >
               <CardContent className="p-4">
                 <div className="flex items-center justify-between">
                   <div>
@@ -347,7 +372,10 @@ export default function ApiDiagnostics() {
               </CardContent>
             </Card>
 
-            <Card>
+            <Card
+              className={getOverviewCardClassName("Requests/min")}
+              onClick={() => toggleHighlightedCard("Requests/min")}
+            >
               <CardContent className="p-4">
                 <div className="flex items-center justify-between">
                   <div>
@@ -362,7 +390,10 @@ export default function ApiDiagnostics() {
               </CardContent>
             </Card>
 
-            <Card>
+            <Card
+              className={getOverviewCardClassName("Error Rate")}
+              onClick={() => toggleHighlightedCard("Error Rate")}
+            >
               <CardContent className="p-4">
                 <div className="flex items-center justify-between">
                   <div>
diff --git a/26_T1/afl_player_tracking_and_crowd_monitoring/frontend/client/pages/CrowdMonitor.tsx b/26_T1/afl_player_tracking_and_crowd_monitoring/frontend/client/pages/CrowdMonitor.tsx
index 8192889d9..31f7ceaae 100644
--- a/26_T1/afl_player_tracking_and_crowd_monitoring/frontend/client/pages/CrowdMonitor.tsx
+++ b/26_T1/afl_player_tracking_and_crowd_monitoring/frontend/client/pages/CrowdMonitor.tsx
@@ -314,10 +314,16 @@ export default function CrowdMonitor() {
 
           <Tabs value={viewMode} onValueChange={setViewMode} className="w-full">
             <TabsList className="grid w-full grid-cols-3">
-              <TabsTrigger value="heatmap">Heat Map</TabsTrigger>
-              <TabsTrigger value="list">Zone Details</TabsTrigger>
-              <TabsTrigger value="analytics">Analytics</TabsTrigger>
-            </TabsList>
+  <TabsTrigger value="heatmap" className="data-[state=active]:bg-green-600 data-[state=active]:text-white">
+    Heat Map
+  </TabsTrigger>
+  <TabsTrigger value="list" className="data-[state=active]:bg-green-600 data-[state=active]:text-white">
+    Zone Details
+  </TabsTrigger>
+  <TabsTrigger value="analytics" className="data-[state=active]:bg-green-600 data-[state=active]:text-white">
+    Analytics
+  </TabsTrigger>
+</TabsList>
 
             <TabsContent value="heatmap" className="space-y-4">
               <Card>
diff --git a/26_T1/afl_player_tracking_and_crowd_monitoring/frontend/client/pages/Login.tsx b/26_T1/afl_player_tracking_and_crowd_monitoring/frontend/client/pages/Login.tsx
index 27d0c7d5b..47cba1469 100644
--- a/26_T1/afl_player_tracking_and_crowd_monitoring/frontend/client/pages/Login.tsx
+++ b/26_T1/afl_player_tracking_and_crowd_monitoring/frontend/client/pages/Login.tsx
@@ -114,7 +114,7 @@ export default function Login() {
       localStorage.setItem("userEmail", loginForm.email);
 
       // Successful login - redirect to dashboard
-      navigate("/afl-dashboard");
+      navigate("/player-performance");
     } else {
       setError(
         "Invalid email or password. Try demo@aflanalytics.com / demo123 or use your signup credentials",
diff --git a/26_T1/afl_player_tracking_and_crowd_monitoring/frontend/client/pages/PlayerPerformance.tsx b/26_T1/afl_player_tracking_and_crowd_monitoring/frontend/client/pages/PlayerPerformance.tsx
index 9fd2c93ab..ea935b521 100644
--- a/26_T1/afl_player_tracking_and_crowd_monitoring/frontend/client/pages/PlayerPerformance.tsx
+++ b/26_T1/afl_player_tracking_and_crowd_monitoring/frontend/client/pages/PlayerPerformance.tsx
@@ -255,6 +255,7 @@ const generatePlayerData = () => {
 };
 
 export default function PlayerPerformance() {
+  const [selectedStat, setSelectedStat] = useState<string | null>(null);
   const [isLive, setIsLive] = useState(true);
   const [isPlaying, setIsPlaying] = useState(false);
   const ENABLE_LIVE_FEATURES = true;
@@ -376,6 +377,8 @@ export default function PlayerPerformance() {
     trend,
     color = "blue",
     icon: Icon,
+    active = false,
+    onClick,
   }: {
     title: string;
     value: string | number;
@@ -383,8 +386,15 @@ export default function PlayerPerformance() {
     trend?: "up" | "down" | "stable";
     color?: string;
     icon?: any;
+    active?: boolean;
+    onClick?: () => void;
   }) => (
-    <Card className="relative overflow-hidden">
+    <Card
+      className={`relative overflow-hidden transition-all duration-200 ${onClick ? "cursor-pointer" : ""} ${
+        active ? "ring-2 ring-blue-500 ring-offset-2 shadow-lg" : ""
+      }`}
+      onClick={onClick}
+    >
       <CardContent className="p-4">
         <div className="flex items-center justify-between mb-2">
           <div className="flex items-center gap-2">
@@ -533,37 +543,52 @@ export default function PlayerPerformance() {
 
           {/* Quick Stats Overview */}
           <div className="grid grid-cols-2 md:grid-cols-4 gap-4">
-            <StatCard
-              title="Players Active"
-              value={filteredPlayers.length}
-              icon={Users}
-              color="blue"
-              trend="up"
-            />
-            <StatCard
-              title="Total Goals"
-              value={filteredPlayers.reduce((sum, p) => sum + p.stats.goals, 0)}
-              icon={Target}
-              color="green"
-              trend="up"
-            />
-            <StatCard
-              title="Avg Efficiency"
-              value={`${Math.round(filteredPlayers.reduce((sum, p) => sum + p.stats.efficiency, 0) / filteredPlayers.length)}%`}
-              icon={Activity}
-              color="purple"
-              trend="stable"
-            />
-            <StatCard
-              title="Total Disposals"
-              value={filteredPlayers.reduce(
-                (sum, p) => sum + p.stats.disposals,
-                0,
-              )}
-              icon={BarChart3}
-              color="orange"
-              trend="up"
-            />
+                              <StatCard
+                      title="Players Active"
+                      value={filteredPlayers.length}
+                      icon={Users}
+                      color="blue"
+                      trend="up"
+                      active={selectedStat === "Players Active"}
+                      onClick={() => setSelectedStat("Players Active")}
+                    />
+
+                    <StatCard
+                      title="Total Goals"
+                      value={filteredPlayers.reduce((sum, p) => sum + p.stats.goals, 0)}
+                      icon={Target}
+                      color="green"
+                      trend="up"
+                      active={selectedStat === "Total Goals"}
+                      onClick={() => setSelectedStat("Total Goals")}
+                    />
+
+                    <StatCard
+                      title="Avg Efficiency"
+                      value={`${
+                        filteredPlayers.length > 0
+                          ? Math.round(
+                              filteredPlayers.reduce((sum, p) => sum + p.stats.efficiency, 0) /
+                                filteredPlayers.length
+                            )
+                          : 0
+                      }%`}
+                      icon={Activity}
+                      color="purple"
+                      trend="stable"
+                      active={selectedStat === "Avg Efficiency"}
+                      onClick={() => setSelectedStat("Avg Efficiency")}
+                    />
+
+                    <StatCard
+                      title="Total Disposals"
+                      value={filteredPlayers.reduce((sum, p) => sum + p.stats.disposals, 0)}
+                      icon={BarChart3}
+                      color="orange"
+                      trend="up"
+                      active={selectedStat === "Total Disposals"}
+                      onClick={() => setSelectedStat("Total Disposals")}
+                    />    
           </div>
 
           {/* Search and Filters */}
@@ -803,11 +828,19 @@ export default function PlayerPerformance() {
           {/* Additional Stats and Comparison */}
           <Tabs defaultValue="detailed-stats" className="w-full">
             <TabsList className="grid w-full grid-cols-4">
-              <TabsTrigger value="detailed-stats">Detailed Stats</TabsTrigger>
-              <TabsTrigger value="form">Form</TabsTrigger>
-              <TabsTrigger value="heatmap">Heat Map</TabsTrigger>
-              <TabsTrigger value="compare">Compare Players</TabsTrigger>
-            </TabsList>
+  <TabsTrigger value="detailed-stats" className="data-[state=active]:bg-blue-600 data-[state=active]:text-white">
+    Detailed Stats
+  </TabsTrigger>
+  <TabsTrigger value="form" className="data-[state=active]:bg-blue-600 data-[state=active]:text-white">
+    Form
+  </TabsTrigger>
+  <TabsTrigger value="heatmap" className="data-[state=active]:bg-blue-600 data-[state=active]:text-white">
+    Heat Map
+  </TabsTrigger>
+  <TabsTrigger value="compare" className="data-[state=active]:bg-blue-600 data-[state=active]:text-white">
+    Compare Players
+  </TabsTrigger>
+</TabsList>
 
             <TabsContent value="detailed-stats" className="space-y-4">
               <div className="grid grid-cols-2 md:grid-cols-4 gap-4">
diff --git a/26_T1/afl_player_tracking_and_crowd_monitoring/frontend/client/pages/Reports.tsx b/26_T1/afl_player_tracking_and_crowd_monitoring/frontend/client/pages/Reports.tsx
index 2606c05ff..5f52264c5 100644
--- a/26_T1/afl_player_tracking_and_crowd_monitoring/frontend/client/pages/Reports.tsx
+++ b/26_T1/afl_player_tracking_and_crowd_monitoring/frontend/client/pages/Reports.tsx
@@ -119,6 +119,33 @@ const availableReports = [
     downloads: 8,
     created: "2024-01-07T20:30:00Z",
   },
+  {
+    id: 7,
+    name: "Crowd Movement & Density Report",
+    type: "Crowd Report",
+    category: "Crowd Monitoring",
+    date: "2024-01-20",
+    size: "2.1 MB",
+    format: "PDF",
+    teams: "MCG Stadium Analysis",
+    status: "ready",
+    downloads: 5,
+    created: "2024-01-20T12:00:00Z",
+  },
+
+  {
+  id: 8,
+  name: "Video Analysis Match Insights",
+  type: "Video Report",
+  category: "Video Analysis",
+  date: "2024-01-22",
+  size: "4.6 MB",
+  format: "MP4",
+  teams: "Match Footage Breakdown",
+  status: "ready",
+  downloads: 3,
+  created: "2024-01-22T14:00:00Z",
+}
 ];
 
 export default function Reports() {
diff --git a/Player_Tracking/afl_player_tracking_and_crowd_monitoring/frontend/client/pages/AFLDashboard.tsx b/Player_Tracking/afl_player_tracking_and_crowd_monitoring/frontend/client/pages/AFLDashboard.tsx
index 284b9921a..69041f29c 100644
--- a/Player_Tracking/afl_player_tracking_and_crowd_monitoring/frontend/client/pages/AFLDashboard.tsx
+++ b/Player_Tracking/afl_player_tracking_and_crowd_monitoring/frontend/client/pages/AFLDashboard.tsx
@@ -79,6 +79,7 @@ import {
   Settings,
   LogOut,
   ChevronDown,
+  Shield,
 } from "lucide-react";
 
 // Mock data for the dashboard
@@ -201,6 +202,7 @@ const crowdZones = [
     trend: "stable",
   },
 ];
+const safestZone = crowdZones.reduce((min, zone) => zone.density < min.density ? zone : min, crowdZones[0]);
 
 export default function AFLDashboard() {
   const navigate = useNavigate();
@@ -2091,6 +2093,22 @@ Export ID: ${Date.now()}-${Math.random().toString(36).substr(2, 9)}
                 </div>
               </CardContent>
             </Card>
+            <Card>
+              <CardContent className="p-4">
+                <div className="flex items-center justify-between">
+                  <div>
+                    <p className="text-sm text-gray-600">Safest Zone</p>
+                    <p className="text-lg font-bold text-green-600 leading-tight">
+                      {safestZone.zone}
+                    </p>
+                    <p className="text-xs text-gray-500">
+                      {safestZone.density}% full · {safestZone.current.toLocaleString()} people
+                    </p>
+                  </div>
+                  <Shield className="w-8 h-8 text-green-500" />
+                </div>
+              </CardContent>
+            </Card>
           </TabsContent>
 
           {/* Analytics Report Download */}
diff --git a/Player_Tracking/afl_player_tracking_and_crowd_monitoring/frontend/client/pages/CrowdMonitor.tsx b/Player_Tracking/afl_player_tracking_and_crowd_monitoring/frontend/client/pages/CrowdMonitor.tsx
index 405a3b81d..735494770 100644
--- a/Player_Tracking/afl_player_tracking_and_crowd_monitoring/frontend/client/pages/CrowdMonitor.tsx
+++ b/Player_Tracking/afl_player_tracking_and_crowd_monitoring/frontend/client/pages/CrowdMonitor.tsx
@@ -284,6 +284,31 @@ export default function CrowdMonitor() {
                 </div>
               </CardContent>
             </Card>
+          <Card>
+  <CardContent className="p-4">
+    <div className="flex items-center justify-between">
+      <div>
+        <p className="text-sm text-gray-600">Highest Attendance</p>
+        <p className="text-2xl font-bold text-green-600">62,500</p>
+        <p className="text-xs text-gray-500">MCG - Round 10</p>
+      </div>
+      <TrendingUp className="w-8 h-8 text-green-500" />
+    </div>
+  </CardContent>
+</Card>
+
+<Card>
+  <CardContent className="p-4">
+    <div className="flex items-center justify-between">
+      <div>
+        <p className="text-sm text-gray-600">Lowest Attendance</p>
+        <p className="text-2xl font-bold text-red-600">18,200</p>
+        <p className="text-xs text-gray-500">Marvel Stadium - Round 3</p>
+      </div>
+      <TrendingDown className="w-8 h-8 text-red-500" />
+    </div>
+  </CardContent>
+</Card>
           </div>
 
           {/* Controls */}
diff --git a/Player_Tracking/afl_player_tracking_and_crowd_monitoring/frontend/client/pages/PlayerPerformance.tsx b/Player_Tracking/afl_player_tracking_and_crowd_monitoring/frontend/client/pages/PlayerPerformance.tsx
index 9fd2c93ab..808e2b9a7 100644
--- a/Player_Tracking/afl_player_tracking_and_crowd_monitoring/frontend/client/pages/PlayerPerformance.tsx
+++ b/Player_Tracking/afl_player_tracking_and_crowd_monitoring/frontend/client/pages/PlayerPerformance.tsx
@@ -1,4 +1,5 @@
 import { useState, useEffect } from "react";
+import { useNavigate } from "react-router-dom";
 import { Button } from "@/components/ui/button";
 import {
   Card,
@@ -65,6 +66,49 @@ import {
   Star,
 } from "lucide-react";
 
+const getTeamLogo = (team: string) => {
+  const logos: Record<string, string> = {
+    "Western Bulldogs":
+      "https://upload.wikimedia.org/wikipedia/en/6/6b/Western_Bulldogs_logo.svg",
+    Richmond:
+      "https://upload.wikimedia.org/wikipedia/en/f/f3/Richmond_Tigers_logo.svg",
+    Geelong:
+      "https://upload.wikimedia.org/wikipedia/en/9/9c/Geelong_Football_Club_logo.svg",
+    Melbourne:
+      "https://upload.wikimedia.org/wikipedia/en/f/f4/Melbourne_Demons_logo.svg",
+    Carlton:
+      "https://upload.wikimedia.org/wikipedia/en/7/7a/Carlton_Football_Club_logo.svg",
+    Adelaide:
+      "https://upload.wikimedia.org/wikipedia/en/f/fc/Adelaide_Crows_logo.svg",
+    "West Coast":
+      "https://upload.wikimedia.org/wikipedia/en/2/2e/West_Coast_Eagles_logo.svg",
+    Collingwood:
+      "https://upload.wikimedia.org/wikipedia/en/7/7a/Collingwood_Football_Club_logo.svg",
+    Essendon:
+      "https://upload.wikimedia.org/wikipedia/en/6/6b/Essendon_Football_Club_logo.svg",
+    Fremantle:
+      "https://upload.wikimedia.org/wikipedia/en/7/7f/Fremantle_Football_Club_logo.svg",
+    Brisbane:
+      "https://upload.wikimedia.org/wikipedia/en/2/2f/Brisbane_Lions_logo.svg",
+    Sydney:
+      "https://upload.wikimedia.org/wikipedia/en/1/17/Sydney_Swans_Logo.svg",
+    "St Kilda":
+      "https://upload.wikimedia.org/wikipedia/en/7/78/St_Kilda_Football_Club_logo.svg",
+    "Port Adelaide":
+      "https://upload.wikimedia.org/wikipedia/en/7/70/Port_Adelaide_Football_Club_logo.svg",
+    "North Melbourne":
+      "https://upload.wikimedia.org/wikipedia/en/5/52/North_Melbourne_Football_Club_logo.svg",
+    "Gold Coast":
+      "https://upload.wikimedia.org/wikipedia/en/e/e7/Gold_Coast_Suns_logo.svg",
+    "GWS Giants":
+      "https://upload.wikimedia.org/wikipedia/en/1/17/GWS_Giants_logo.svg",
+    Hawthorn:
+      "https://upload.wikimedia.org/wikipedia/en/9/9f/Hawthorn_Football_Club_logo.svg",
+  };
+
+  return logos[team] || "";
+};
+
 // Comprehensive player data with enhanced AFL statistics
 const generatePlayerData = () => {
   const teams = [
@@ -189,7 +233,6 @@ const generatePlayerData = () => {
         { time: 30, possession: 30 },
       ],
     },
-    // Add more players with similar detailed data structure
     ...Array.from({ length: 16 }, (_, i) => ({
       id: i + 3,
       name: `Player ${i + 3}`,
@@ -255,6 +298,8 @@ const generatePlayerData = () => {
 };
 
 export default function PlayerPerformance() {
+  const navigate = useNavigate();
+
   const [isLive, setIsLive] = useState(true);
   const [isPlaying, setIsPlaying] = useState(false);
   const ENABLE_LIVE_FEATURES = true;
@@ -269,7 +314,10 @@ export default function PlayerPerformance() {
     "possession" | "performance" | "comparison"
   >("possession");
 
-  // Simulate live data updates
+  const goToHome = () => {
+    navigate("/");
+  };
+
   useEffect(() => {
     if (!isLive || !isPlaying) return;
 
@@ -301,7 +349,6 @@ export default function PlayerPerformance() {
 
   const uniqueTeams = [...new Set(players.map((p) => p.team))];
 
-  // Performance metrics data for charts
   const performanceMetrics = [
     {
       name: "Goals",
@@ -435,6 +482,14 @@ export default function PlayerPerformance() {
           <div className="text-xl font-bold">{player.stats.disposals}</div>
           <div className="text-xs">DISPOSALS</div>
         </div>
+
+        {getTeamLogo(player.team) && (
+          <img
+            src={getTeamLogo(player.team)}
+            alt={player.team}
+            className="absolute bottom-[-14px] right-4 w-10 h-10 bg-white rounded-full p-1 shadow object-contain"
+          />
+        )}
       </div>
 
       <CardContent className="p-4">
@@ -485,19 +540,30 @@ export default function PlayerPerformance() {
     <div className="min-h-screen bg-gradient-to-br from-blue-50 via-white to-green-50">
       <MobileNavigation />
 
-      {/* Main Content */}
       <div className="lg:ml-64 pb-16 lg:pb-0">
         <div className="p-4 space-y-6">
           {/* Header */}
           <div className="flex items-center justify-between">
-            <div>
-              <h1 className="text-3xl font-bold text-gray-900">
-                Player Performance
-              </h1>
-              <p className="text-gray-600">
-                Real-time AFL player analytics and statistics
-              </p>
-            </div>
+            <button
+              type="button"
+              onClick={goToHome}
+              className="flex items-center gap-3 text-left hover:opacity-90 transition-opacity focus:outline-none focus:ring-2 focus:ring-blue-500 focus:ring-offset-2 rounded-lg p-1"
+              aria-label="Go to index page"
+              title="Go to index page"
+            >
+              <div className="w-12 h-12 bg-gradient-to-br from-blue-600 to-green-600 rounded-lg flex items-center justify-center shadow-sm">
+                <Activity className="w-6 h-6 text-white" />
+              </div>
+              <div>
+                <h1 className="text-3xl font-bold text-gray-900">
+                  Player Performance
+                </h1>
+                <p className="text-gray-600">
+                  Real-time AFL player analytics and statistics
+                </p>
+              </div>
+            </button>
+
             <div className="flex items-center gap-2">
               <Button
                 variant={isPlaying ? "default" : "outline"}
@@ -516,13 +582,12 @@ export default function PlayerPerformance() {
                 <Download className="w-4 h-4 mr-2" />
                 Export
               </Button>
-              <Button variant="outline" size="sm">
-                <Settings className="w-4 h-4" />
+              <Button variant="outline" size="sm" onClick={() => window.open("https://redback-operations.github.io/redback-documentation/", "_blank")}>
+  Redback Operations
               </Button>
             </div>
           </div>
 
-          {/* Live Clock */}
           {ENABLE_LIVE_FEATURES && (
             <LiveClock
               isLive={isLive}
@@ -531,7 +596,6 @@ export default function PlayerPerformance() {
             />
           )}
 
-          {/* Quick Stats Overview */}
           <div className="grid grid-cols-2 md:grid-cols-4 gap-4">
             <StatCard
               title="Players Active"
@@ -549,7 +613,12 @@ export default function PlayerPerformance() {
             />
             <StatCard
               title="Avg Efficiency"
-              value={`${Math.round(filteredPlayers.reduce((sum, p) => sum + p.stats.efficiency, 0) / filteredPlayers.length)}%`}
+              value={`${Math.round(
+                filteredPlayers.reduce(
+                  (sum, p) => sum + p.stats.efficiency,
+                  0,
+                ) / filteredPlayers.length,
+              )}%`}
               icon={Activity}
               color="purple"
               trend="stable"
@@ -566,7 +635,6 @@ export default function PlayerPerformance() {
             />
           </div>
 
-          {/* Search and Filters */}
           <Card>
             <CardHeader className="pb-3">
               <CardTitle className="flex items-center gap-2 text-lg">
@@ -614,7 +682,6 @@ export default function PlayerPerformance() {
             </CardContent>
           </Card>
 
-          {/* Player Cards Grid */}
           <div className="grid grid-cols-1 sm:grid-cols-2 lg:grid-cols-3 xl:grid-cols-4 gap-4">
             {filteredPlayers.slice(0, 12).map((player) => (
               <EnhancedPlayerCard
@@ -626,7 +693,6 @@ export default function PlayerPerformance() {
             ))}
           </div>
 
-          {/* Selected Player Dashboard */}
           <div className="grid grid-cols-1 lg:grid-cols-3 gap-6">
             {/* Large Player Card */}
             <Card className="lg:col-span-1">
@@ -634,7 +700,15 @@ export default function PlayerPerformance() {
                 className="h-32 rounded-t-lg relative flex items-center justify-center"
                 style={{ backgroundColor: getTeamColor(selectedPlayer.team) }}
               >
-                <div className="text-center text-white">
+                <div className="text-center text-white relative">
+                  {getTeamLogo(selectedPlayer.team) && (
+                    <img
+                      src={getTeamLogo(selectedPlayer.team)}
+                      alt={selectedPlayer.team}
+                      className="w-12 h-12 object-contain mx-auto mb-2 bg-white rounded-full p-1 shadow"
+                    />
+                  )}
+
                   <div className="text-4xl font-bold mb-2">
                     #{selectedPlayer.number}
                   </div>
@@ -646,7 +720,27 @@ export default function PlayerPerformance() {
                   </div>
                 </div>
               </div>
-              <CardContent className="p-6">
+
+              <CardContent className="p-6 pt-10">
+                <div className="flex flex-col items-center -mt-10 mb-4">
+                  {selectedPlayer.photo ? (
+                    <img
+                      src={selectedPlayer.photo}
+                      alt={selectedPlayer.name}
+                      className="w-24 h-24 rounded-full object-cover border-4 border-white shadow-lg bg-white"
+                    />
+                  ) : (
+                    <div className="w-24 h-24 rounded-full bg-gray-300 border-4 border-white shadow-lg flex items-center justify-center">
+                      <span className="text-2xl font-bold text-gray-600">
+                        {selectedPlayer.name
+                          .split(" ")
+                          .map((n: string) => n[0])
+                          .join("")}
+                      </span>
+                    </div>
+                  )}
+                </div>
+
                 <div className="space-y-4">
                   <div className="text-center">
                     <Badge variant="outline" className="mb-2">
@@ -702,9 +796,7 @@ export default function PlayerPerformance() {
               </CardContent>
             </Card>
 
-            {/* Charts Section */}
             <div className="lg:col-span-2 space-y-6">
-              {/* Chart Controls */}
               <Card>
                 <CardHeader className="pb-3">
                   <div className="flex items-center justify-between">
@@ -800,7 +892,6 @@ export default function PlayerPerformance() {
             </div>
           </div>
 
-          {/* Additional Stats and Comparison */}
           <Tabs defaultValue="detailed-stats" className="w-full">
             <TabsList className="grid w-full grid-cols-4">
               <TabsTrigger value="detailed-stats">Detailed Stats</TabsTrigger>
diff --git a/Player_Tracking/afl_player_tracking_and_crowd_monitoring/frontend/client/pages/Reports.tsx b/Player_Tracking/afl_player_tracking_and_crowd_monitoring/frontend/client/pages/Reports.tsx
index 2606c05ff..0dda87133 100644
--- a/Player_Tracking/afl_player_tracking_and_crowd_monitoring/frontend/client/pages/Reports.tsx
+++ b/Player_Tracking/afl_player_tracking_and_crowd_monitoring/frontend/client/pages/Reports.tsx
@@ -119,6 +119,8 @@ const availableReports = [
     downloads: 8,
     created: "2024-01-07T20:30:00Z",
   },
+
+  
 ];
 
 export default function Reports() {
diff --git a/Player_Tracking/afl_player_tracking_and_crowd_monitoring/frontend/package-lock.json b/Player_Tracking/afl_player_tracking_and_crowd_monitoring/frontend/package-lock.json
index 55b51768b..59f5602fd 100644
--- a/Player_Tracking/afl_player_tracking_and_crowd_monitoring/frontend/package-lock.json
+++ b/Player_Tracking/afl_player_tracking_and_crowd_monitoring/frontend/package-lock.json
@@ -57,7 +57,7 @@
         "@types/express": "^5.0.3",
         "@types/jsonwebtoken": "^9.0.10",
         "@types/node": "^24.2.1",
-        "@types/react": "^18.3.23",
+        "@types/react": "^18.3.28",
         "@types/react-dom": "^18.3.7",
         "@types/three": "^0.176.0",
         "@vitejs/plugin-react-swc": "^4.0.0",
@@ -3178,14 +3178,13 @@
       "license": "MIT"
     },
     "node_modules/@types/react": {
-      "version": "18.3.24",
-      "resolved": "https://registry.npmjs.org/@types/react/-/react-18.3.24.tgz",
-      "integrity": "sha512-0dLEBsA1kI3OezMBF8nSsb7Nk19ZnsyE1LLhB8r27KbgU5H4pvuqZLdtE+aUkJVoXgTVuA+iLIwmZ0TuK4tx6A==",
+      "version": "18.3.28",
+      "resolved": "https://registry.npmjs.org/@types/react/-/react-18.3.28.tgz",
+      "integrity": "sha512-z9VXpC7MWrhfWipitjNdgCauoMLRdIILQsAEV+ZesIzBq/oUlxk0m3ApZuMFCXdnS4U7KrI+l3WRUEGQ8K1QKw==",
       "dev": true,
-      "license": "MIT",
       "dependencies": {
         "@types/prop-types": "*",
-        "csstype": "^3.0.2"
+        "csstype": "^3.2.2"
       }
     },
     "node_modules/@types/react-dom": {
@@ -4048,11 +4047,10 @@
       }
     },
     "node_modules/csstype": {
-      "version": "3.1.3",
-      "resolved": "https://registry.npmjs.org/csstype/-/csstype-3.1.3.tgz",
-      "integrity": "sha512-M1uQkMl8rQK/szD0LNhtqxIPLpimGm8sOBwU7lLnCpSbTyY3yeU1Vc7l4KT5zT4s/yOxHH5O7tIuuLOCnLADRw==",
-      "dev": true,
-      "license": "MIT"
+      "version": "3.2.3",
+      "resolved": "https://registry.npmjs.org/csstype/-/csstype-3.2.3.tgz",
+      "integrity": "sha512-z1HGKcYy2xA8AGQfwrn0PAy+PB7X/GSj3UVJW9qKyn43xWa+gl5nXmU4qqLMRzWVLFC8KusUX8T/0kCiOYpAIQ==",
+      "dev": true
     },
     "node_modules/d3-array": {
       "version": "3.2.4",
diff --git a/Player_Tracking/afl_player_tracking_and_crowd_monitoring/frontend/package.json b/Player_Tracking/afl_player_tracking_and_crowd_monitoring/frontend/package.json
index aff81d774..a2035a3ac 100644
--- a/Player_Tracking/afl_player_tracking_and_crowd_monitoring/frontend/package.json
+++ b/Player_Tracking/afl_player_tracking_and_crowd_monitoring/frontend/package.json
@@ -72,7 +72,7 @@
     "@types/express": "^5.0.3",
     "@types/jsonwebtoken": "^9.0.10",
     "@types/node": "^24.2.1",
-    "@types/react": "^18.3.23",
+    "@types/react": "^18.3.28",
     "@types/react-dom": "^18.3.7",
     "@types/three": "^0.176.0",
     "@vitejs/plugin-react-swc": "^4.0.0",
diff --git a/Player_Tracking/afl_player_tracking_and_crowd_monitoring/frontend/vite.config.ts b/Player_Tracking/afl_player_tracking_and_crowd_monitoring/frontend/vite.config.ts
index 8e0374f66..597950462 100644
--- a/Player_Tracking/afl_player_tracking_and_crowd_monitoring/frontend/vite.config.ts
+++ b/Player_Tracking/afl_player_tracking_and_crowd_monitoring/frontend/vite.config.ts
@@ -9,7 +9,11 @@ export default defineConfig(({ mode }) => ({
     host: "::",
     port: 8080,
     fs: {
-      allow: ["./client", "./shared"],
+      allow: [
+        path.resolve(__dirname, "."),
+        path.resolve(__dirname, "./client"),
+        path.resolve(__dirname, "./shared"),
+      ],
       deny: [".env", ".env.*", "*.{crt,pem}", "**/.git/**", "server/**"],
     },
   },
@@ -28,12 +32,10 @@ export default defineConfig(({ mode }) => ({
 function expressPlugin(): Plugin {
   return {
     name: "express-plugin",
-    apply: "serve", // Only apply during development (serve mode)
+    apply: "serve",
     configureServer(server) {
       const app = createServer();
-
-      // Add Express app as middleware to Vite dev server
       server.middlewares.use(app);
     },
   };
-}
+}
\ No newline at end of file
diff --git a/ersSardarredback-orionPlayer_Trackingafl_player_tracking_and_crowd_monitoringfrontend b/ersSardarredback-orionPlayer_Trackingafl_player_tracking_and_crowd_monitoringfrontend
new file mode 100644
index 000000000..bbd22521b
--- /dev/null
+++ b/ersSardarredback-orionPlayer_Trackingafl_player_tracking_and_crowd_monitoringfrontend
@@ -0,0 +1,526 @@
+9ef4b03 (front-end) Add Highest/Lowest Attendance boxes and Redback Operations button
+e7d7a62 (origin/main, origin/HEAD, origin/BackEnd, main) Crowd monitoring structure
+d54266e Merge branch 'main' of https://github.com/lucastargett/redback-orion
+213924b Add player tracking notebook
+a0a4001 Merge branch 'main' of https://github.com/lucastargett/redback-orion
+16c1183 Move boundingboxes into player_tracking_logic
+fd15a27 Delete 26_T1/afl_player_tracking_and_crowd_monitoring/team_log.md
+29ce7de Delete 26_T1/afl_player_tracking_and_crowd_monitoring/Notebooks directory
+b7bf3cc testing
+7a105f6 Add T1 2026 Orion project structure
+20a27e1 Merge branch 'Redback-Operations:main' into main
+4a78c74 Resolve frontend package.json merge conflict and update dependencies
+ee12e03 Fix pandas compatibility in compute_workload and update README
+94c1b6a Merge pull request #110 from Apaar-sc/main
+8dcfa94 adding files
+d2d5f71 Merge pull request #108 from lucastargett/add-lucas-tracking-logic
+28d7a99 Merge pull request #107 from audiriri/feat/yolov8-bytrack-baseline
+597048d Merge pull request #106 from JarrodG98/add-jarrod-tracking-logic
+0ac5fa6 Add notebooks folder with heatmap_temporal_outputs.ipynb and README
+415ebae feat(tracking): add YOLOv8+ByteTrack baseline pipeline with MOT CSV/JSON outputs
+5d85667 Fix prediction_vs_truth.py metrics logic (proper TP/FP/FN calculation)
+5c44d91 Add README for player tracking logic scripts
+f34567b Add player tracking logic scripts and update .gitignore
+8bbe89c Merge pull request #105 from p324747/patch-1
+4addfa2 Created BoundingBoxes
+abcbf46 Merge pull request #103 from JarrodG98:add-jarrod-tracking-logic
+3fd169b Merge pull request #102 from lucastargett:add-lucas-tracking-logic
+249dbec Merge pull request #101 from huylx222:main
+7690f20 Merge pull request #100 from sontung2310:lisa_branch
+711c5c9 Annotation sync and analysis files by Jarrod
+686c2fd Fix: add player_tracking_logic_heatmaps_workload as normal files and ignore .DS_Store
+af9a9fc Addling Player tracking
+ca56c6d update tracking code after modification for running speed
+1ce524a Add lisa and CSRNet
+d9c251a Merge pull request #92 from jd-deakin/patch-1
+b19b414 Merge pull request #96 from ishita230702/main
+e15e6ae Resolve PR #96 conflicts
+7a088b1 Update security-scan.yml
+e228e1b Merge pull request #86 from SanduniDissanayake25/feat/fatigue-ui
+ed55ee9 Updated removing unnecessary files
+132b740 Fix: remove accidental nested git repo from frontend
+078ff8e Merge branch 'main' into feat/fatigue-ui
+f9cb6d2 Merge pull request #87 from Basilbe/feature/manual-auto-fusion-pipeline
+c12d10c Add manual+auto fusion pipeline (pipeline.py) and example config
+3630652 Merge pull request #85 from BinilTomJose1278/main
+b8393b4 new tracking code
+2616dca merge: resolve with upstream (keep local App.jsx; take upstream package-lock.json)
+7aad744  Upload Video Functionality Added
+8c91aba  Crowd Heatmap Added
+d55c804 Authentication Fixed
+3a317ec Merge pull request #84 from BinilTomJose1278/main
+7e6e376 feat(fatigue): add live fatigue panel to dashboard + global loader/error gates; polish styles & mock metrics
+5286c2e Player_Tracking/afl_player_tracking_and_crowd_monitoring/frontend/public/demo/fatigue-sample.json Player_Tracking/afl_player_tracking_and_crowd_monitoring/frontend/src/components/FatigueLivePanel.jsx Player_Tracking/afl_player_tracking_and_crowd_monitoring/frontend/src/components/ScreenError.jsx Player_Tracking/afl_player_tracking_and_crowd_monitoring/frontend/src/components/ScreenLoader.jsx Player_Tracking/afl_player_tracking_and_crowd_monitoring/frontend/src/components/fatigue.css
+51b45e5  Download report added
+43c459b  Players Stats Added
+b5d2543 Merge pull request #83 from BinilTomJose1278/main
+7665bf6  Dashboard ui added
+d6878ce Authentication added
+9442cc9 Merge pull request #82 from BinilTomJose1278/main
+58b72e6  Added folder structure for player tracking and crowd monitoring
+8f7f9d8 base pipeline for Yolov8+DeepSort
+b87b007 Merge pull request #71 from plasma141/main
+5b00471 removing sonarqube
+c765dc7 Merge pull request #63 from Khanhvinh1999/main
+39102c8 Merge branch 'main' into main
+351a118 removing debug flag on flask apps
+b4e1f9c removing irrelevant astronomy paper
+3152a37 cleaning osx junk
+802a634 Merge pull request #81 from Redback-Operations/security-scanner
+d58923d updates to security scanner
+4a0a35a Merge pull request #79 from HarshBhanot7/patch-1
+37fbbab Update new security check
+f3573cd Congestion Detection and Dwelling Time Calculation (#73)
+8f2abdd Full code of Tennis Ball tracking  (#80)
+d5b629b Add files via upload (#72)
+db336ef All my work from trimester 1 2025 (#69)
+27ee527 add final dags and triggers for airflow (#67)
+7aadd82 Update README.md
+3e0714b Merge pull request #76 from HarshBhanot7/main
+a461f19 Merge pull request #78 from rspoerl1/main
+dddb799 Fixed security issues with Flask and os.system() for commands
+081daed update new multithreading
+aa6eea2 Update README.md
+a0b3e11 Create README.md
+8e89c30 annotate-train-deploy script and generated annotations
+8df2e30 Update README.md
+796f4e3 Merge pull request #66 from Purvasha13/main
+c12c824 Security scan file with PR
+8c76550 Update README.md
+aa8ec35 Update README.md
+da3df4e Update README.md
+173d36a changed the angle estimation code which is now printing the angles between the body parts on the console as well for the better understanding
+6cd229f Update README.md
+bb111f0 Update README.md
+2c90d33 added output images to the directory
+d003ef1 commiting the final changes in the code file using coco model and cleaned up the directories
+d520389 cleaned up the workspace directory
+7befbd1 Update README.md
+eef6444 Update README.md
+6dff9bd Update README.md
+0d9c0fe Merge pull request #65 from sumituiet/main
+6fa2425 add backend for data streaming and ETL
+0a62214 Update README.md
+85948d8 Update README.md
+e07171f Update README.md
+6874a16 Update README.md
+608a425 Update README.md
+4c12ff2 Update README.md
+6341ae2 Update README.md
+759d409 Update README.md
+9f5348e Update README.md
+4c560fe Delete sonar-project.properties
+dcc8ce0 Delete .github/workflows directory
+09a9a6a Update sonarqube.yml
+efd73c0 Update sonarqube.yml
+d4a9328 Update sonarqube.yml
+80bab49 final speed estimation code using yolo and bytetrack (in pixels/s)
+8e0c3eb Added the new feature to estimate the approx. angle which pose data Analysis
+f28d32f changes the in code file
+c474242 cleaned and renamed the input images for better understanding of the new comers
+3d463d5 refined some data and my code notebook
+cb55aeb Delete Player_Tracking/tennis_tracking/tennis-pose-detection/kyrgios tennis output directory
+46c339a Delete Player_Tracking/tennis_tracking/tennis-pose-detection/adib tennis output directory
+a31e128 Create README.md
+1a96419 Created the notebook to detect the pose of the tennis players
+406f314 multi threading
+4761d96 new update
+309d0fc Initial speed estimation implementation
+d7c3272 update new UI coordinate
+3322508 module to update
+f1f409a fixing Sahil's commit
+fac5915 Merge pull request #60 from Redback-Operations/revert-57-main
+f2ea147 Revert "add face_detection_yolov9 (#57)"
+81a2fbf Merge pull request #59 from Redback-Operations/sonar
+e2991b0 Create sonarqube.yml
+9811088 Create sonar-project.properties
+ef9f03d add face_detection_yolov9 (#57)
+70b52a3 Integrate Player Tracking and Football Match Outcome Prediction Systems (#55)
+96cd426 Tinkle's football detect work (#56)
+1f789cb Added face_detection folder (#52)
+fc21894 Added Final Artefacts For Heatmap (#54)
+410d99d Small object detection work by Tajish (#50)
+6ec07eb all iterations from week 1-6 (#53)
+9daf117 Merge pull request #49 from MigsMarabut/main
+a80724d Merge branch 'Redback-Operations:main' into main
+d1cd222 Edited to remove credentials
+545cf4d Merge pull request #45 from hishobank/hisho
+f7d1025 Merge pull request #44 from Brian08p/main
+61cd96f Merge pull request #43 from BinIsChilling/main
+b8e8d2f Merge pull request #42 from senduz/boxingdetection
+59732d4 Merge pull request #40 from Skyithamster/Timothy_Lau_Pose_tracking
+85f6b7b Merge pull request #39 from sumituiet/main
+565504d Merge pull request #37 from abdulahad1487/main
+8abce9d Merge pull request #36 from rissicay/main
+8f83e26 Merge pull request #33 from D940465942/main
+5c13b01 removed credentials
+70287a8 Merge pull request #32 from Khanhvinh1999/main
+4ea26b6 cleaning up
+a6c0e30 Added notebooks for training
+30a2e46 Update Readme.md
+c52d9b2 Update Readme.md
+20dcc25 Merge branch 'Redback-Operations:main' into main
+4113507 Update docker-compose.yml
+57186c9 Rename .server_env to .env
+686a4b8 Update server.js for .env username and password
+9ee3ca0 Create .server_env
+b8e6224 Added automated setup scripts and updated README with new suggestions
+0fb3b0b Made corrections to the code
+8cce12c Made corrections to the code
+19fdbb6 Delete Player_Tracking/MMA_tracking/MMA_tracking directory
+bffc965 Add files via upload
+bc450d0 Delete Player_Tracking/MMA_tracking/MMA_tracking/Pereira headkick.jpg
+bf0ca79 Delete Player_Tracking/MMA_tracking/MMA_tracking/Pereira celebration.jpg
+152a6f5 Delete Player_Tracking/MMA_tracking/MMA_tracking/AlexPereira.jpg
+32d5149 Add files via upload
+75e0d70 update
+5121691 Delete Player_Tracking/MMA_tracking/MMA_tracking/README.md
+a8952fb Delete Player_Tracking/MMA_tracking/MMA_tracking/LICENSE
+8869e5d Delete Player_Tracking/MMA_tracking/MMA_tracking/Pereira headkick.jpg
+1f3395c Delete Player_Tracking/MMA_tracking/MMA_tracking/Pereira celebration.jpg
+a1f5073 Delete Player_Tracking/MMA_tracking/MMA_tracking/AlexPereira.jpg
+8aee451 Delete Player_Tracking/MMA_tracking/MMA_tracking/Full Fight_ Alex Pereira vs Sean Strickland at #UFC 276.mp4
+06382fb readme file
+0651a26 Add files via upload
+4900975 Merge branch 'Redback-Operations:main' into main
+dad405b Merge pull request #47 from Aryan9001/pose_estimation
+8fc052e Merge branch 'Redback-Operations:main' into main
+95176bb update add hf_token requirements for unsloth
+311e3c8 Merge pull request #30 from milieureka/main
+e81e52d Added boxing action detection folder
+66da1cc Updated README, deleted ipynb_checkpoints and __pycache__ folders
+5534fc4 Deleted .ipynb_checkpoints directory
+5cb5b56 Final Changes to the repository
+cb062d9 Refactored Repository structure based on feedback
+4ab9e5f fix comments
+dedae28 add environment.yml, test, implementt notebooks
+8c80671 Updated README, added new demo folder, data folder, and training script
+4c01ffb remove error code in model.ipynb
+5762a59 Update Readme.md
+547f6d1 Update Readme.md
+45e6bbc Create Readme.md
+bdfbf49 Add files via upload
+97f7516 Corrected issues based on PR comments
+a9fd0df Updated changes as asked in the review
+92c6259 results and model files
+acc034f Delete Crowd_Monitoring/Kafka_connectors/connector example.py
+de24833 Delete Crowd_Monitoring/Kafka_connectors/kafka_connector.py
+28985a0 fix required changes and add api for the interfacing LLM models
+245f635 Added changes
+22f70b7 Delete Player_Tracking/movenet.ipynb
+722cf33 Update README.md
+30d9545 Update README.md
+0d95bd3 aryan-pranav changes
+03fa4d8 added requirements.txt to local training and verbose command in colab training
+b92a41d Update feature_km_per_hour.ipynb
+1357732 Finished all the TBD items in the 'feature_km_per_hour' notebook and added descriptions there.
+f78f1f6 Add data collection section in readme
+e1b3ccf Moving greyhound_tracking into Player_Tracking
+17e3cc2 Update README.md
+1eb4043 Made corrections to the code
+9850229 Update on video link for video inference
+01643f7 Update sahi_prediction.ipynb
+87b75dc Update sahi_prediction.ipynb
+2c04d63 Update the video used in inference on video
+c8dae9a Add files via upload
+05768fc Added Latest_update_Hisho folder
+2d437cb Created using Colab
+b85a42c Update README.md
+8be216a Delete Crowd_Monitoring/small_object_detection/batch_training_eval.ipynb
+c7dc97c Add files via upload
+62042c7 Delete Crowd_Monitoring/small_object_detection/resources/yolov8_prediction.gif
+81029ce Add files via upload
+9448bad Delete Crowd_Monitoring/small_object_detection/resources/yolov8 prediction vs groudtruth-2.gif
+60006d7 Add files via upload
+a4f1371 Delete Crowd_Monitoring/Small object detection/resources directory
+f07b063 Add files via upload
+c58990e change name file
+d7f7c0a Delete Crowd_Monitoring/Small_detection_YOLO_and_SAHI-2.ipynb
+7c6d86a Merge pull request #10 from MigsMarabut/main
+ef4c9ea documentation (Mustafa & Abdul Ahad)
+7a36e1a Add cfg files
+430a48d Create graph_opt.pb
+7fb1cbf update
+22ac261 Create AlexPereira.jpg
+c0ecee9 add harcascade implementation for face detection with frame id and location
+281c153 added files for boxingbagdetection, boxingdetection and documentation
+1f82c5d Add README.md
+7d47125 Movenet_player_tracking
+ead43db Add files via upload
+20c4edf add work for llm development and interfacing with database
+c8c746f Add files via upload
+f83f3ed add harcascade implementation for face detection with frame id and location
+9082e6e Re-added Fencing folder and files
+cb2060c Removing bullet points
+944d4fc Merge branch 'main' of github.com:rissicay/redback-orion
+a8ae2e3 Updating README for new links
+72da4c5 Merge pull request #2 from rissicay/feature/changing-pixel-per-second
+5ab7a6a Adding collab installs
+ab9a5d3 Doing cleaning up of feature notebooks
+02babbc Update README.md
+f974dae Code review for both colab and local training notebooks . Deleted initial.ipynb , merged code to two main code files. Provided links to datasets in comments for colab notebook
+96cdd5d Update README.md
+d06c689 Update Readme File
+9160827 Update & Organize files
+ceb920f Update file name
+9e4cc12 Update folder
+d2c6594 Merge pull request #8 from shricenguyen/main
+ed07972 preserving important info
+6c4c42f adding ReadME.md and fixing data recording notification
+e44dc7a Code for YOLOV3 Model
+f07a8c0 Codes for Pipeline for Real-time Data Logistics Handling and Storage
+1e3d828 Merge pull request #7 from MigsMarabut/main
+47e1625 Adding requirements.txt
+3466f80 Removing unnecessary items
+4227d76 Updating dependencies
+b0e7ebd Update README.md
+f38a081 Update README.md
+a007394 Update README.md
+b8fd3b7 Update README.md
+31fa246 Update README.md
+a5a3230 Update README.md
+5b0b136 Update README.md
+7a756e3 Created a new feature to track the relative speed of greyhounds, needs more tuning and need to fix alot of stuff in this python file
+d31b8db Removing dataset and adjusting training notebook
+6e956a1 added some markdowns
+f1d2e87 updated the trained IPYNB file, made proper headings and documentation
+7bb57cc Add proper points and explanation to the notebook1
+bd88b5e Weights and some metrics (graphs) of first training completion
+c30eb3c simplied script ffor training on google colab
+cade7f9 Training data with images and labels
+cd45f5d Weights and some metrics (graphs) of first training completion
+88f7eaf Early build for training greyhound data
+b8af4f9 Initial commit for greyhound tracking
+3119b7d Preserving important information
+fae5c72 Merge branch 'main' of https://github.com/shricenguyen/redback-orion
+0bf0366 adding README.md files and comments for the code
+717924e Merge pull request #1 from MigsMarabut/MiguelMarabut-patch
+3a05cb3 Added notebook on using pre-trained model to generate 2d image on a shot taken.
+7c8ffe6 Merge pull request #6 from shricenguyen/main
+088d158 Delete Crowd_Monitoring/Live_Tracking_T2/Backend directory
+da222b6 Delete Crowd_Monitoring/Live_Tracking_T2/BackendUpdate/__pycache__ directory
+04946ea Delete Crowd_Monitoring/Live_Tracking_T2/Backend/__pycache__ directory
+235edec Delete Crowd_Monitoring/Live_Tracking_T2/Backend/yolov8n.pt
+bcccdf0 Update New Backend Folder
+f937636 Update backend system
+7a79bef Update new demo code
+10a4ab0 Update new backend process code
+c3df69d Adding extra important detail on RTSP
+98dcdf9 Adding documentation RTSP retrieving method
+0fb12fd Update README.md
+57ae7e2 Add files via upload
+942e46d Update README.md
+b2c48bc Created using Colab
+dd928a7 Assemble code for continuous camera
+c68fe39 remove DS_Store
+53fd912 Remove .DS_Store files
+e718467 Merge pull request #5 from shricenguyen/main
+397efad Correcting a minor issue
+eea88f9 Update data recording mechanism
+17c24be Add backend system
+7a013f7 Update README.md
+a315609 Created using Colab
+c42e68c Add files via upload
+39fb1b8 Add files via upload
+b25e869 Delete Crowd_Monitoring/Small object detection/resources/sahi_framework.jpg
+0d85335 Add files via upload
+2d7cc4c Update ata  recoding echanism
+2af69d6 Add files via upload
+45476f2 Add files via upload
+21cb81a Delete Crowd_Monitoring/Small object detection/resources/s
+dd8fdc4 change the name
+99b58ea Add files via upload
+bf42259 Create s
+a692ec2 Delete Crowd_Monitoring/Small object detection/resource/supervision_detect_small_objects_example.mp4
+7006e36 Delete Crowd_Monitoring/Small object detection/resource/comparison
+7c4eda4 Add files via upload
+0313de6 Create comparison
+6be3d16 Create README.md
+eb200c9 Merge pull request #3 from shricenguyen/main
+df8510b assembling Live Tracking and 2D model program
+713e8b6 .DS_Store file
+332fd6c Merge pull request #2 from shricenguyen/main
+95bb99a Adding MongoDB Documentation and Changing Data Storing Method
+c9bef89 Merge pull request #1 from shricenguyen/main
+da38dd2 Merge branch 'Redback-Operations:main' into main
+d6da864 Backend and Real-time Monitoring code
+f20e326 Creating Backend file for Web Interface and Removing Data Daily Reseting
+67d43d2 Delete Small_detection_YOLO_and_SAHI.ipynb
+34e1702 batch prediction, missing evaluation
+671a6cc Delete Crowd_Monitoring/Small_detection_YOLO_and_SAHI-2.ipynb
+3794cec Initial batch prediction, missing evaluation
+44323ea Initial code for batch prediction, missing the evaluation
+fc28782 Delete Small_detection_YOLO_and_SAHI.ipynb
+6c8d34e Merge branch 'Redback-Operations:main' into main
+704c9d6 Merge pull request #28 from kcf-jackson/main
+df934ac Move original `.gitignore` to `Internet_of_Things`
+2d9595c Reorganize folder structure; add repository guidelines
+60be3e0 Update daily daata reset
+155278f Adding MongoDB for cloud storage
+d71e07c README File 31/07
+7ac8009 Created using Colab
+8c4056f Live Tracking with IP camera
+2dc263f Apply YOLOv8 with crowd video
+9462cc9 Merge pull request #26 from Redback-Operations/DSM_PT
+c142cf9 Merge pull request #25 from MarsImmortal/main
+cbe6ee5 Merge pull request #22 from Bhumika-Chauhan09/main
+8d39a4c Merge pull request #23 from sohilnagpal04/main
+cf93482 add the lucid spark brainstorming documnent for the team.
+8a70cb3 Merge pull request #24 from groot676/main
+8f6a062 Merge pull request #19 from Buzz-coding-217/main
+cffba40 Merge pull request #18 from MarsImmortal/main
+5fe139a Merge pull request #20 from Mayank52455/main
+1daac6d delete the wrongly named file
+f096751 rename existing file to make it easy to understand.
+0697374 Merge branch 'Redback-Operations:main' into main
+8e7b459 add final code for visulising data provided by iot team
+cb9831c suggestions for data visualisations and meta data that can be extracted
+683ca73 add iot data csv file and rename their to navigate easily
+ee0cf6f change git repo which has redback logo for visualisation
+c6b5a63 Add files via upload
+abdd309 Delete tennis_tracking/player_tracker.py
+3336469 Delete tennis_tracking/video_utils.py
+55fb77b Delete tennis_tracking/main.py
+9f22c26 Delete tennis_tracking/court_line_detector.py
+18b1fff Delete tennis_tracking/ball_tracker.py
+0803452 Add files via upload
+ed3de47 Create temp
+3a97926 Add files via upload
+fba3ab1 Create temp
+03ccb63 Add files via upload
+ff23c92 Create temp
+62e5366 Add files via upload
+00e35bb Create temp
+06d4293 Add files via upload
+c269db4 Create temp
+351e82f Merge branch 'Redback-Operations:main' into main
+a57242e Add files via upload
+57a9ab2 Create temp
+d06f35c Merge branch 'Redback-Operations:main' into main
+f8ce207 Adding up the sensor data
+0892d6c Merge pull request #15 from ishaan2307/main
+9657789 Merge pull request #3 from Ayush-Som/main
+7426c97 Merge branch 'main' of https://github.com/ishaan2307/redback-orion
+bb3b4ee Files for mongodb and mqtt combined, Filtered csv file and its code.
+fc804c9 Merge branch 'Redback-Operations:main' into main
+94bd742 Merge branch 'main' of https://github.com/ishaan2307/redback-orion
+a9400f7 Create Final_code.ino
+1cded30 Rename IOT33.pdf to Accessing_data_of_accelrometer_on_Nano.pdf
+cc5c66d Add files via upload
+e502ca7 Direction in vector form.
+3630c1e  CSV logs Arduino accelerometer data with alerts.
+a5ce4ce Update Accelerometer_KalmanFilter_code.ino
+f4ef44b Update Entering_and_Exiting_Humans.ipynb
+0d9e01f Update Entering_and_Exiting_Humans.ipynb
+61e7ddd Add Entering & Exiting Code
+c422fec Merge branch 'Redback-Operations:main' into main
+cb8befb All documentations I created until now are in this commit
+2e81105 Commits to upload the tested and working code for PI cam streaming.
+6317347 Merge pull request #16 from sohilnagpal04/main
+eb28504 Merge branch 'Redback-Operations:main' into main
+1fd73e8 Create Combined_3 sensors.cpp
+901102c Merge branch 'Redback-Operations:main' into main
+c7adeb3 Create GPS_HEART_RATE.ino
+b8ac31a Add Object Counting from different Views
+9bace83 add requirements file for installation of libs
+6fbf215 add the initial (code used in notebook)
+c8449fd Merge branch 'Redback-Operations:main' into main
+86a294f testing and making changes on the run python code for speeding the processing time
+bc88642 add command to track possesion and edit markdown to show relevant info
+5aac75d remove kaggle code (cuz it aint working) minor improvement with folder navigation
+1506b1f add jupyter notebook to track player and display passing stats
+778bb3e Update pi_cam_testing_final.py
+159994a Update publish_pi_cam.py
+eedfafa Update subscribe_pi_cam.py
+5132833 Update pyhton_pi_cam.py
+d847df4 Update pyhton_pi_cam.py
+4476d25 Update subscribe_pi_cam.py
+bbff359 Create MongoDB_test.js
+b4a7ae0 Create Working_gps_code.ino
+7a8ede2 Create testing_mqtt.js
+fa8ba37 Merge pull request #13 from Mayank52455/main
+b574cfc changing the px mapping and testing on football video
+27b132a add code for deployment of model on RF
+a496107 Merge pull request #12 from Buzz-coding-217/main
+aa0cf0c Add Speed Estimation Code in player Tracking
+70c96be Merge branch 'Redback-Operations:main' into main
+5a7350c Merge pull request #1 from Bhumika-Chauhan09/main
+b554659 Add files via upload
+630c515 Data Cleansing with Jupyter Notebook: Eliminating Zero Values and Irrelevant Information
+1bc2914 Merge branch 'Redback-Operations:main' into main
+0bfd42c updating the sensor code
+33340a3 Resolved conflicts and synchronized with remote main branch
+3fddd4d Editing the Sensor Code
+dceb491 Merge pull request #14 from therock297/main
+a6e699b Revert "Added a test file"
+b3d0df4 Added a test file
+20423de Added Initial GPS testing code
+9527534 clean data of heart rate sensor
+6301693 Update kalman_filter2.ino
+d8a9105 Update kalman_filter2.ino
+4db318b Update kalman_filter2.ino
+8d02854 Update kalman_filter2.ino
+7f9f2ec Update and rename cyber_timedog.ino to Acclerometer_secure_code.ino
+4b603bd Add files via upload
+ca435d3 Merge branch 'Redback-Operations:main' into main
+94261c1 Delete Madhav web_dev directory
+a4f99de Update main.html
+3b39c09 Merge branch 'main' of https://github.com/therock297/redback-orion
+593eafc figma page first commit
+d257e57 Merge pull request #9 from MarsImmortal/main
+d91e43c Merge branch 'main' of https://github.com/MarsImmortal/redback-orion into main
+a6c4ec6 rename DCA file to data cost analysis for readability
+8bea8c2 Merge branch 'Redback-Operations:main' into main
+71f7df7 Revert "Delete flowchart.pdf"
+6f13ea9 Delete flowchart.pdf
+2cf328d Merge branch 'IOT/ms/heart-rate-sensor'
+0491c97 make IOTHRS(new folder) to navigate eassy
+d5ef910 Merge pull request #11 from sohilnagpal04/main
+1b91fef Update mayank_ll.csv
+b8c7597 ADD model images
+be7388b ADD model Testing Code
+f4a5d36 java_script
+b446593 Create heart_rate_sensor_2.ino
+6229ee9 Delete .DS_Store
+90514df Ignore the DS store file
+99f76ec Adding the sensor code and my research documentation.
+00f6a9b Ignore the DS store file
+cc0ee86 my work
+52f872a Add code to deploy custom model on roboflow
+522eb95 Merge branch 'Redback-Operations:main' into main
+1895a31 second comit for testing
+8ad2e9b Fixing the input data in .csv file
+119a5b5 Fixed "path not found: SerialPort" error
+e682bc9 Added dataTransfer folder for reading sensor data into a csv.
+1ff35fd Merge pull request #5 from MarsImmortal/DSM_PT
+a7246d4 Merge pull request #7 from groot676/main
+46753e2 Add files via upload
+45da8e7 Create txt
+fe663d1 Merge branch 'Redback-Operations:main' into IOT/ms/heart-rate-sensor
+9d1f4fe Merge pull request #4 from Buzz-coding-217/main
+e42e95a add yolov9 note book focused on custom data set modelling and training
+a7f737d add Doc file for plyer stats to focus on
+ca39c31 add data cost analysis doc on the basis of sample taken
+5ed4f89 add processed sample data
+986f8a7 make yolov5 notebook for player tracking
+e3ec5e9 ignore ds store file for mac users
+3f71b55 add unprocessed/sample mp4 video
+8fe07c0 Add YOLO & TensorFlow Object Detection
+26ff372 Add files via upload
+453d357 Update pi_cam_testing.py
+ac83dfa Add files via upload
+508a85c Add files via upload
+c0c0f0a Add files via upload
+23d69a5 add example data and the processed version of it as evi
+d6061c4 add yolov9 model (custom dataset)
+379b5b6 Football player tracking using YOLO v5
+9e9bfa7 initialise branch and create a folder for DS in PT
+6fa291f make folder for data science player tracking team
+87dedf9 Add DS file in gitignore for mac users
+8676e31 Add files via upload
+646f14c first commit
+8d7f04a Create flowchart.pdf
+1d8017d Create heart rate sensor code.ino
+329ac6d Update Accelerometer_boundary_detection.ino
+de267d0 Add files via upload
+653653b Initial commit
diff --git a/package-lock.json b/package-lock.json
new file mode 100644
index 000000000..f3b50df64
--- /dev/null
+++ b/package-lock.json
@@ -0,0 +1,6 @@
+{
+  "name": "redback-orion",
+  "lockfileVersion": 3,
+  "requires": true,
+  "packages": {}
+}