diff --git a/docs/source/docs/quick-start/camera-calibration.md b/docs/source/docs/quick-start/camera-calibration.md
index 8d902b9a96..d795d8ed63 100644
--- a/docs/source/docs/quick-start/camera-calibration.md
+++ b/docs/source/docs/quick-start/camera-calibration.md
@@ -1,7 +1,7 @@
 # Camera Calibration
 
-:::{important}
-In order to detect AprilTags and use 3D mode, your camera must be calibrated at the desired resolution! Inaccurate calibration will lead to poor performance.
+:::{important} In order to detect AprilTags and use 3D mode, your camera must be calibrated at the desired resolution! Inaccurate calibration will lead to poor performance.
+
 :::
 
 If you’re not using cameras in 3D mode, calibration is optional, but it can still offer benefits. Calibrating cameras helps refine the pitch and yaw values, leading to more accurate positional data in every mode. {ref}`For a more in-depth view<docs/calibration/calibration:Calibrating Your Camera>`.
@@ -31,3 +31,293 @@ If you’re not using cameras in 3D mode, calibration is optional, but it can st
   - A couple of up close images is good.
   - Cover the entire cameras fov.
   - Avoid images with the board facing straight towards the camera.
+
+## Interactive Camera Transformation
+
+Below is an interactive demo to visualize multiple cameras' positions and orientations relative to the robot chassis. Use the table to adjust each camera's transformation parameters (position and rotation).
+
+<div id="camera-demo" style="width: 800px; height: 400px; border: 1px solid #ccc; margin: auto;"></div>
+<table id="camera-table" style="table-layout: fixed; width: 100%;">
+  <thead>
+    <tr style="height: 35px;">
+      <th>Camera</th>
+      <th>Position X</th>
+      <th>Position Y</th>
+      <th>Position Z</th>
+      <th>Roll (deg)</th>
+      <th>Pitch (deg)</th>
+      <th>Yaw (deg)</th>
+      <th>Actions</th>
+    </tr>
+  </thead>
+  <tbody>
+  </tbody>
+</table>
+<button id="add-camera" style="margin-top: 10px;">Add Camera</button>
+
+<script src="https://cdnjs.cloudflare.com/ajax/libs/three.js/r134/three.min.js"></script>
+<script>
+  const scene = new THREE.Scene();
+  const aspect = 800 / 400; // Aspect ratio based on the renderer size
+  const orthoSize = 1.5; // Size of the orthographic view
+  const camera = new THREE.OrthographicCamera(
+    -orthoSize * aspect, // Left
+    orthoSize * aspect,  // Right
+    orthoSize,           // Top
+    -orthoSize,          // Bottom
+    0.01,                // Near
+    2000                 // Far
+  );
+  const renderer = new THREE.WebGLRenderer();
+  renderer.setSize(800, 400); // Fixed size to ensure proper rendering
+  renderer.setPixelRatio(window.devicePixelRatio); // Ensure proper scaling on high-DPI displays
+  document.getElementById('camera-demo').appendChild(renderer.domElement);
+
+  // Update grid to align with the XY axis and increase its size
+  const gridHelper = new THREE.GridHelper(40, 40); // Increase size to 40x40
+  gridHelper.rotation.x = -Math.PI / 2; // Rotate to align with the XY plane
+  gridHelper.position.set(0, 0, 0); // Align grid with the bottom of the camera's frustum
+  scene.add(gridHelper);
+
+  // Replace axes helper with custom origin marker
+  function createThickOriginMarker(size, thickness) {
+    const originGroup = new THREE.Group();
+
+    const createAxis = (color, start, end) => {
+      const direction = new THREE.Vector3().subVectors(end, start).normalize();
+      const length = start.distanceTo(end);
+      const cylinderGeometry = new THREE.CylinderGeometry(thickness, thickness, length, 16);
+      const material = new THREE.MeshBasicMaterial({ color });
+      const cylinder = new THREE.Mesh(cylinderGeometry, material);
+
+      // Position and rotate the cylinder
+      cylinder.position.copy(start).addScaledVector(direction, length / 2);
+      cylinder.lookAt(end);
+
+      // Align cylinder with the Z-axis
+      cylinder.rotateX(Math.PI / 2);
+      originGroup.add(cylinder);
+    };
+
+    createAxis(0xff0000, new THREE.Vector3(0, 0, 0), new THREE.Vector3(size, 0, 0)); // X-axis (red)
+    createAxis(0x00ff00, new THREE.Vector3(0, 0, 0), new THREE.Vector3(0, size, 0)); // Y-axis (green)
+    createAxis(0x0000ff, new THREE.Vector3(0, 0, 0), new THREE.Vector3(0, 0, size)); // Z-axis (blue)
+
+    return originGroup;
+  }
+
+  const thickOriginMarker = createThickOriginMarker(0.5, 0.02); // Size of 0.5 units, thickness of 0.02
+  scene.add(thickOriginMarker);
+
+  const cameras = [];
+  const fovs = [];
+
+  function createCamera(index) {
+    const table = document.getElementById('camera-table').getElementsByTagName('tbody')[0];
+    const row = document.createElement('tr');
+    row.id = `camera-row-${index}`;
+    row.style = "height: 35px;";
+    row.innerHTML = `
+      <td style="text-align: center;">Camera ${index}</td>
+      <td style="text-align: center;"><input id="posX-${index}" type="number" min="-10" max="10" step="0.01" value="0" style="width: 60px;"></td>
+      <td style="text-align: center;"><input id="posY-${index}" type="number" min="-10" max="10" step="0.01" value="0" style="width: 60px;"></td>
+      <td style="text-align: center;"><input id="posZ-${index}" type="number" min="-10" max="10" step="0.01" value="0" style="width: 60px;"></td>
+      <td style="text-align: center;"><input id="roll-${index}" type="number" min="-180" max="180" step="0.5" value="0" style="width: 60px;"></td>
+      <td style="text-align: center;"><input id="pitch-${index}" type="number" min="-180" max="180" step="0.5" value="0" style="width: 60px;"></td>
+      <td style="text-align: center;"><input id="yaw-${index}" type="number" min="-180" max="180" step="0.5" value="0" style="width: 60px;"></td>
+      <td style="text-align: center;"><button id="remove-${index}" style="color: red;">Remove</button></td>
+    `;
+    table.appendChild(row);
+
+    document.getElementById(`remove-${index}`).addEventListener('click', () => removeCamera(index));
+
+    ['posX', 'posY', 'posZ', 'roll', 'pitch', 'yaw'].forEach(param => {
+      document.getElementById(`${param}-${index}`).addEventListener('input', () => updateTransformation(index));
+    });
+
+    const geometry = new THREE.BoxGeometry(0.04445, 0.04445, 0.0254);
+    const material = new THREE.MeshBasicMaterial({ color: 0x00ff00 });
+    const cameraCube = new THREE.Mesh(geometry, material);
+    scene.add(cameraCube);
+
+    const fovGeometry = new THREE.BufferGeometry();
+    const fovMaterial = new THREE.LineBasicMaterial({ color: new THREE.Color(`hsl(${index * 60}, 100%, 50%)`) }); // Unique color per camera
+    const fov = new THREE.LineSegments(fovGeometry, fovMaterial);
+    scene.add(fov);
+
+    cameras.push(cameraCube);
+    fovs.push(fov);
+
+    updateFOV(index);
+  }
+
+  function removeCamera(index) {
+    // Remove camera from the scene
+    scene.remove(cameras[index]);
+    scene.remove(fovs[index]);
+
+    // Remove camera from arrays
+    cameras[index] = null;
+    fovs[index] = null;
+
+    // Remove row from the table
+    const row = document.getElementById(`camera-row-${index}`);
+    if (row) row.remove();
+  }
+
+  function updateFOV(index) {
+    const horizontalFOV = THREE.MathUtils.degToRad(70 / 2); // Half of 70 degrees
+    const verticalFOV = THREE.MathUtils.degToRad(55 / 2); // Half of 55 degrees
+    const depth = .5; // Depth of the FOV visualization
+
+    const fovVertices = new Float32Array([
+      0, 0, 0, depth, depth * Math.tan(horizontalFOV), -depth * Math.tan(verticalFOV),
+      0, 0, 0, depth, -depth * Math.tan(horizontalFOV), -depth * Math.tan(verticalFOV),
+      0, 0, 0, depth, depth * Math.tan(horizontalFOV), depth * Math.tan(verticalFOV),
+      0, 0, 0, depth, -depth * Math.tan(horizontalFOV), depth * Math.tan(verticalFOV),
+      depth, depth * Math.tan(horizontalFOV), -depth * Math.tan(verticalFOV), depth, -depth * Math.tan(horizontalFOV), -depth * Math.tan(verticalFOV),
+      depth, -depth * Math.tan(horizontalFOV), -depth * Math.tan(verticalFOV), depth, -depth * Math.tan(horizontalFOV), depth * Math.tan(verticalFOV),
+      depth, -depth * Math.tan(horizontalFOV), depth * Math.tan(verticalFOV), depth, depth * Math.tan(horizontalFOV), depth * Math.tan(verticalFOV),
+      depth, depth * Math.tan(horizontalFOV), depth * Math.tan(verticalFOV), depth, depth * Math.tan(horizontalFOV), -depth * Math.tan(verticalFOV),
+    ]);
+    fovs[index].geometry.setAttribute('position', new THREE.BufferAttribute(fovVertices, 3));
+  }
+
+  function updateTransformation(index) {
+    const posX = parseFloat(document.getElementById(`posX-${index}`).value);
+    const posY = parseFloat(document.getElementById(`posY-${index}`).value);
+    const posZ = parseFloat(document.getElementById(`posZ-${index}`).value);
+    const roll = parseFloat(document.getElementById(`roll-${index}`).value) * (Math.PI / 180); // Roll (rotation around X-axis)
+    const pitch = parseFloat(document.getElementById(`pitch-${index}`).value) * (Math.PI / 180); // Pitch (rotation around Y-axis)
+    const yaw = parseFloat(document.getElementById(`yaw-${index}`).value) * (Math.PI / 180); // Yaw (rotation around Z-axis, inverted for NWU)
+
+    // NWU convention: X (North), Y (West), Z (Up)
+    cameras[index].position.set(posX, posY, posZ);
+    cameras[index].rotation.set(roll, -pitch, yaw); // Invert pitch for NWU
+
+    fovs[index].position.set(posX, posY, posZ); // Invert Y for NWU
+    fovs[index].rotation.set(roll, pitch, yaw); // Invert pitch for NWU
+  }
+
+  function drawFixedRobotBumpers() {
+    // Remove existing bumpers if any
+    const existingBumpers = scene.getObjectByName('robotBumpers');
+    if (existingBumpers) {
+      scene.remove(existingBumpers);
+    }
+
+    const bumpersGroup = new THREE.Group();
+    bumpersGroup.name = 'robotBumpers';
+
+    const bumperThickness = 3.25 * 0.0254;
+    const width = 30 * 0.0254; // 30 inches to meters
+    const length = 30 * 0.0254; // 30 inches to meters
+    const height = 6 * 0.0254; // 6 inches to meters
+    const cornerRadius = 2 * 0.0254; // 2 inches to meters
+    const material = new THREE.MeshBasicMaterial({ color: 0xffa500, side: THREE.DoubleSide }); // Orange color for bumpers
+
+    // Create rounded bumper segments
+    const createRoundedBumper = (x, y, z, w, h, d, radius) => {
+      const shape = new THREE.Shape();
+      shape.moveTo(-w / 2 + radius, -h / 2);
+      shape.lineTo(w / 2 - radius, -h / 2);
+      shape.quadraticCurveTo(w / 2, -h / 2, w / 2, -h / 2 + radius);
+      shape.lineTo(w / 2, h / 2 - radius);
+      shape.quadraticCurveTo(w / 2, h / 2, w / 2 - radius, h / 2);
+      shape.lineTo(-w / 2 + radius, h / 2);
+      shape.quadraticCurveTo(-w / 2, h / 2, -w / 2, h / 2 - radius);
+      shape.lineTo(-w / 2, -h / 2 + radius);
+      shape.quadraticCurveTo(-w / 2, -h / 2, -w / 2 + radius, -h / 2);
+
+      const extrudeSettings = { depth: d, bevelEnabled: false };
+      const geometry = new THREE.ExtrudeGeometry(shape, extrudeSettings);
+      const mesh = new THREE.Mesh(geometry, material);
+      mesh.position.set(x, y, z - d / 2); // Center the bumper
+      bumpersGroup.add(mesh);
+    };
+
+    // Bottom bumper
+    createRoundedBumper(0, -length / 2, height / 2, width, bumperThickness, height, cornerRadius);
+    // Top bumper
+    createRoundedBumper(0, length / 2, height / 2, width, bumperThickness, height, cornerRadius);
+    // Left bumper
+    createRoundedBumper(-width / 2, 0, height / 2, bumperThickness, length, height, cornerRadius);
+    // Right bumper
+    createRoundedBumper(width / 2, 0, height / 2, bumperThickness, length, height, cornerRadius);
+
+    // Adjust bumpers to make the bottom at z = 0
+    bumpersGroup.position.set(0, 0, 0);
+
+    // Add bumpers to the scene
+    scene.add(bumpersGroup);
+  }
+
+  document.getElementById('add-camera').addEventListener('click', () => {
+    const index = cameras.length;
+    createCamera(index);
+  });
+
+  createCamera(0);
+
+  // Add buttons for camera views below the 3D view
+  const viewButtons = document.createElement('div');
+  viewButtons.style.marginTop = '10px';
+  viewButtons.style.textAlign = 'center';
+  viewButtons.innerHTML = `
+    <button onclick="setCameraView('front')">Front</button>
+    <button onclick="setCameraView('back')">Back</button>
+    <button onclick="setCameraView('left')">Left</button>
+    <button onclick="setCameraView('right')">Right</button>
+    <button onclick="setCameraView('top')">Top</button>
+    <button onclick="setCameraView('bottom')">Bottom</button>
+    <button onclick="setCameraView('isometric')">Isometric</button>
+  `;
+  document.getElementById('camera-demo').parentNode.appendChild(viewButtons);
+
+  // Function to set camera views
+  function setCameraView(view) {
+    const distance = 1.5; // Distance from the origin
+    switch (view) {
+      case 'front':
+        camera.position.set(distance, 0, 0); // Positive X-axis
+        camera.up.set(0, 0, 1); // Z+ is up
+        break;
+      case 'back':
+        camera.position.set(-distance, 0, 0); // Negative X-axis
+        camera.up.set(0, 0, 1); // Z+ is up
+        break;
+      case 'left':
+        camera.position.set(0, distance, 0); // Positive Y-axis
+        camera.up.set(0, 0, 1); // Z+ is up
+        break;
+      case 'right':
+        camera.position.set(0, -distance, 0); // Negative Y-axis
+        camera.up.set(0, 0, 1); // Z+ is up
+        break;
+      case 'top':
+        camera.position.set(0, 0, distance); // Positive Z-axis
+        camera.up.set(1, 0, 0); // X+ is up
+        break;
+      case 'bottom':
+        camera.position.set(0, 0, -distance); // Negative Z-axis
+        camera.up.set(1, 0, 0); // X+ is up
+        break;
+      case 'isometric':
+        camera.position.set(-1.5, -1.5, 1.5); // Same as the default view
+        camera.up.set(0, 0, 1); // Z+ is up
+        break;
+    }
+    camera.lookAt(0, 0, 0); // Look at the origin
+  }
+
+  setCameraView('isometric');
+
+  // Draw the fixed bumpers once
+  drawFixedRobotBumpers();
+
+  function animate() {
+    requestAnimationFrame(animate);
+    renderer.render(scene, camera);
+  }
+  animate();
+</script>