diff --git a/samples/aruco_stream.py b/samples/aruco_stream.py
new file mode 100644
index 0000000..90778e1
--- /dev/null
+++ b/samples/aruco_stream.py
@@ -0,0 +1,49 @@
+import time
+
+from src.modules.emu import Emu
+from src.modules.imaging.detector import ArucoDetector
+from src.modules.imaging.camera import DebugCamera
+from src.modules.imaging.location import DebugLocationProvider
+from src.modules.imaging.analysis import ImageAnalysisDelegate
+from src.modules.imaging.aruco_stream import ArucoEmuStreamer
+from src.modules.imaging.video_emu_stream import SharedFrameCamera, VideoEmuStreamer
+
+
+def main():
+    emu = Emu("tmp")
+    emu.start_comms()
+    time.sleep(1)
+
+    # Base camera — swap DebugCamera for RPiCamera/OakdCamera on real hardware
+    base_camera = DebugCamera("res/test-image.jpeg")
+
+    # SharedFrameCamera captures at 15fps; both video stream and analysis read from it
+    shared_cam = SharedFrameCamera(base_camera, fps=15)
+    shared_cam.start()
+
+    # Video stream → EMU /video endpoint (browser: <img src="http://HOST:8080/video">)
+    video_streamer = VideoEmuStreamer(emu, shared_cam, fps=15, quality=70)
+    video_streamer.start()
+
+    # ArUco detection pipeline reads latest frame from shared camera
+    detector = ArucoDetector()
+    location_provider = DebugLocationProvider()
+
+    analysis = ImageAnalysisDelegate(detector, shared_cam, location_provider)
+    aruco_streamer = ArucoEmuStreamer(emu, "tmp")
+    analysis.subscribe(aruco_streamer.on_detection)
+    analysis.start()
+
+    try:
+        while True:
+            time.sleep(1)
+    except KeyboardInterrupt:
+        pass
+    finally:
+        analysis.stop()
+        video_streamer.stop()
+        shared_cam.stop()
+
+
+if __name__ == "__main__":
+    main()
diff --git a/src/modules/emu/emu.py b/src/modules/emu/emu.py
index b808e72..6531a8d 100644
--- a/src/modules/emu/emu.py
+++ b/src/modules/emu/emu.py
@@ -2,9 +2,8 @@
 import queue
 
 import asyncio
-from typing import Callable, List
+from typing import Callable, List, Optional
 
-from aiohttp import web
 from aiohttp import web
 import aiohttp
 
@@ -28,6 +27,9 @@ def __init__(self, img_dir: str):
         self._on_connect = lambda: None
         self._is_connected = False
 
+        self._latest_video_frame: Optional[bytes] = None
+        self._video_lock = threading.Lock()
+
     def start_comms(self):
         self._comms_thread = threading.Thread(target=self._start_comms_loop, daemon=True)
         self._comms_thread.start()
@@ -38,9 +40,7 @@ def send_image(self, path: str):
         the path sent should be accessable from within self.img_dir so it can be accessed through
         /images/{filename}
         """
-        print(path)
         img_url = "/images/" + path
-        print(img_url)
         content = {
             "type": "img",
             "value": img_url
@@ -66,6 +66,14 @@ def send_msg(self, message: str):
         """
         self._send_queue.put(message)
 
+    def send_video_frame(self, jpeg_bytes: bytes):
+        """
+        Update the latest video frame served at /video (MJPEG stream).
+        Call this from a background thread with raw JPEG bytes.
+        """
+        with self._video_lock:
+            self._latest_video_frame = jpeg_bytes
+
     def set_on_connect(self, func: Callable):
         self._on_connect = func
 
@@ -75,8 +83,11 @@ def _start_comms_loop(self):
         """
         print("start_comms loop")
         self.app = web.Application()
-        self.app.add_routes([web.static('/images', self.img_dir),
-                             web.get('/ws', self.handle_websocket)])
+        self.app.add_routes([
+            web.static('/images', self.img_dir),
+            web.get('/ws', self.handle_websocket),
+            web.get('/video', self.handle_video_stream),
+        ])
 
         web.run_app(self.app, handle_signals=False)
 
@@ -102,6 +113,36 @@ async def consumer_handler(self, ws):
             elif msg.type == aiohttp.WSMsgType.ERROR:
                 print("WebSocket error:", ws.exception())
     
+    async def handle_video_stream(self, request):
+        """
+        MJPEG stream endpoint. Connect with: <img src="http://HOST:PORT/video">
+        No frontend JS needed — the browser handles multipart natively.
+        """
+        response = web.StreamResponse(headers={
+            'Content-Type': 'multipart/x-mixed-replace; boundary=frame',
+            'Cache-Control': 'no-cache',
+        })
+        await response.prepare(request)
+
+        try:
+            while True:
+                with self._video_lock:
+                    frame = self._latest_video_frame
+
+                if frame is not None:
+                    await response.write(
+                        b'--frame\r\n'
+                        b'Content-Type: image/jpeg\r\n\r\n' +
+                        frame +
+                        b'\r\n'
+                    )
+
+                await asyncio.sleep(1 / 15)
+        except (ConnectionResetError, asyncio.CancelledError):
+            pass
+
+        return response
+
     async def handle_websocket(self, request):
         ws = web.WebSocketResponse()
         await ws.prepare(request)
diff --git a/src/modules/imaging/.aruco_stream.py.swp b/src/modules/imaging/.aruco_stream.py.swp
new file mode 100644
index 0000000..c618dce
Binary files /dev/null and b/src/modules/imaging/.aruco_stream.py.swp differ
diff --git a/src/modules/imaging/analysis.py b/src/modules/imaging/analysis.py
index 94ad15a..1c90d54 100644
--- a/src/modules/imaging/analysis.py
+++ b/src/modules/imaging/analysis.py
@@ -1,4 +1,4 @@
-from typing import Callable, Optional, List, Callable, Any
+from typing import Callable, Optional, List, Any, Tuple
 
 import threading
 # from multiprocessing import Process
@@ -59,7 +59,7 @@ def __init__(self,
         self.location_provider = location_provider
         self.navigation_provider = navigation_provider
 
-        self.subscribers: List[Callable[[Image.Image, float, float], Any]] = []
+        self.subscribers: List[Callable[[Image.Image, Optional[BoundingBox], Optional[Tuple[float, float]]], Any]] = []
         self.camera_attributes = CameraAttributes()
         self.thread = None
         self.loop = True
@@ -110,9 +110,9 @@ def _analyze_image(self):
                 if inference:
                     x, y = get_object_location(self.camera_attributes,
                                                inference)
-                    subscriber(im, (x, y))
+                    subscriber(im, bounding_box, (x, y))
             else:
-                subscriber(im, None)
+                subscriber(im, None, None)
 
     def _analysis_loop(self):
         """
diff --git a/src/modules/imaging/aruco_stream.py b/src/modules/imaging/aruco_stream.py
new file mode 100644
index 0000000..45daed0
--- /dev/null
+++ b/src/modules/imaging/aruco_stream.py
@@ -0,0 +1,33 @@
+from PIL import Image, ImageDraw
+import os
+from typing import Optional, Tuple
+
+from src.modules.emu import Emu
+from src.modules.imaging.detector import BoundingBox
+
+
+class ArucoEmuStreamer:
+    def __init__(self, emu: Emu, output_dir: str = "tmp"):
+        self.emu = emu
+        self.output_dir = output_dir
+        self.counter = 0
+
+        if not os.path.exists(self.output_dir):
+            os.makedirs(self.output_dir)
+
+    def on_detection(self, image: Image.Image, bounding_box: Optional[BoundingBox], position: Optional[Tuple[float, float]]):
+        im = image.copy()
+        
+        if bounding_box is not None:
+            draw = ImageDraw.Draw(im)
+            bb = (bounding_box.position.x, bounding_box.position.y,
+                  bounding_box.position.x + bounding_box.size.x, 
+                  bounding_box.position.y + bounding_box.size.y)
+            draw.rectangle(bb, outline="red")
+            
+        filename = f"{self.counter}.jpeg"
+        filepath = os.path.join(self.output_dir, filename)
+        im.save(filepath)
+        
+        self.emu.send_image(filename)
+        self.counter += 1
diff --git a/src/modules/imaging/detector.py b/src/modules/imaging/detector.py
index 65dd8fc..0a7b381 100644
--- a/src/modules/imaging/detector.py
+++ b/src/modules/imaging/detector.py
@@ -1,5 +1,7 @@
-from functools import lru_cache
+from functools import lru_cache, cached_property
 from typing import Optional
+from dataclasses import dataclass
+import math
 
 from PIL import Image
 import numpy as np
@@ -56,35 +58,35 @@ def max(v1: 'Vec2', v2: 'Vec2') -> 'Vec2':
 
 class BoundingBox:
 
-def __init__(self, position: Vec2, size: Vec2):
-    self.position = position
-    self.size = size
+    def __init__(self, position: Vec2, size: Vec2):
+        self.position = position
+        self.size = size
 
-@lru_cache(maxsize=2)
-def intersection(self, other: 'BoundingBox') -> float:
-    top_left = Vec2.max(self.position, other.position)
-    bottom_right = Vec2.min(self.position + self.size,
-                            other.position + other.size)
+    @lru_cache(maxsize=2)
+    def intersection(self, other: 'BoundingBox') -> float:
+        top_left = Vec2.max(self.position, other.position)
+        bottom_right = Vec2.min(self.position + self.size,
+                                other.position + other.size)
 
-    size = bottom_right - top_left
+        size = bottom_right - top_left
 
-    intersection = size.x * size.y
-    return max(intersection, 0)
+        intersection = size.x * size.y
+        return max(intersection, 0)
 
-def union(self, other: 'BoundingBox') -> float:
-    intersection = self.intersection(other)
-    if intersection == 0:
-        return 0
+    def union(self, other: 'BoundingBox') -> float:
+        intersection = self.intersection(other)
+        if intersection == 0:
+            return 0
 
-    union = self.size.x * self.size.y + other.size.x * other.size.y - intersection
-    return union
+        union = self.size.x * self.size.y + other.size.x * other.size.y - intersection
+        return union
 
-def intersection_over_union(self, pred: 'BoundingBox') -> Optional[float]:
-    intersection = self.intersection(pred)
-    if intersection == 0:
-        return 0
-    iou = intersection / self.union(pred)
-    return iou
+    def intersection_over_union(self, pred: 'BoundingBox') -> Optional[float]:
+        intersection = self.intersection(pred)
+        if intersection == 0:
+            return 0
+        iou = intersection / self.union(pred)
+        return iou
 
 
 class BaseDetector:
@@ -115,16 +117,17 @@ def predict(self, image: Image.Image) -> Optional[BoundingBox]:
         return BoundingBox(Vec2(x, y), Vec2(w, h))
 
 
-class ArucoDetector():
+class ArucoDetector(BaseDetector):
 
     def predict(self, image: Image.Image) -> Optional[BoundingBox]:
         img  = cv2.cvtColor(np.array(image), cv2.COLOR_RGB2BGR)
 
         aruco_dict = cv2.aruco.getPredefinedDictionary(cv2.aruco.DICT_4X4_50)
 
-        params = cv2.aruco.DetectorParemeters()
+        params = cv2.aruco.DetectorParameters()
 
-        corners, ids, rejected = cv2.aruco.detectMarkers(img, aruco_dict, parameters=params)
+        detector = cv2.aruco.ArucoDetector(aruco_dict, params)
+        corners, ids, rejected = detector.detectMarkers(img)
         
         if ids:
             for c in zip(corners, ids):
diff --git a/src/modules/imaging/video_emu_stream.py b/src/modules/imaging/video_emu_stream.py
new file mode 100644
index 0000000..20aac33
--- /dev/null
+++ b/src/modules/imaging/video_emu_stream.py
@@ -0,0 +1,88 @@
+import io
+import threading
+import time
+
+from PIL import Image
+
+from src.modules.emu import Emu
+from src.modules.imaging.camera import CameraProvider
+
+
+class SharedFrameCamera(CameraProvider):
+    """
+    Wraps a CameraProvider and shares the latest captured frame across
+    multiple consumers (e.g. video streamer + analysis pipeline) without
+    both threads calling camera.capture() simultaneously.
+    """
+
+    def __init__(self, camera: CameraProvider, fps: int = 15):
+        self._camera = camera
+        self._fps = fps
+        self._latest: Image.Image | None = None
+        self._lock = threading.Lock()
+        self._running = False
+        self._thread: threading.Thread | None = None
+
+    def start(self):
+        self._running = True
+        self._thread = threading.Thread(target=self._capture_loop, daemon=True)
+        self._thread.start()
+
+    def stop(self):
+        self._running = False
+        if self._thread:
+            self._thread.join()
+
+    def get_latest(self) -> Image.Image | None:
+        with self._lock:
+            return self._latest
+
+    def capture(self) -> Image.Image:
+        while True:
+            with self._lock:
+                if self._latest is not None:
+                    return self._latest
+            time.sleep(0.01)
+
+    def _capture_loop(self):
+        interval = 1 / self._fps
+        while self._running:
+            frame = self._camera.capture()
+            with self._lock:
+                self._latest = frame
+            time.sleep(interval)
+
+
+class VideoEmuStreamer:
+    """
+    Continuously grabs frames from a SharedFrameCamera and pushes them
+    to EMU's MJPEG /video endpoint at the given fps.
+    """
+
+    def __init__(self, emu: Emu, shared_cam: SharedFrameCamera, fps: int = 15, quality: int = 70):
+        self.emu = emu
+        self.shared_cam = shared_cam
+        self.fps = fps
+        self.quality = quality
+        self._running = False
+        self._thread: threading.Thread | None = None
+
+    def start(self):
+        self._running = True
+        self._thread = threading.Thread(target=self._stream_loop, daemon=True)
+        self._thread.start()
+
+    def stop(self):
+        self._running = False
+        if self._thread:
+            self._thread.join()
+
+    def _stream_loop(self):
+        interval = 1 / self.fps
+        while self._running:
+            frame = self.shared_cam.get_latest()
+            if frame is not None:
+                buf = io.BytesIO()
+                frame.save(buf, format="JPEG", quality=self.quality)
+                self.emu.send_video_frame(buf.getvalue())
+            time.sleep(interval)
diff --git a/test/test_analysis.py b/test/test_analysis.py
index 080f1b8..42245dd 100644
--- a/test/test_analysis.py
+++ b/test/test_analysis.py
@@ -37,9 +37,12 @@ def test_analysis_subscriber():
     global detected
     detected = None
 
-    def _callback(_image, lon, lat):
+    def _callback(_image, bounding_box, pos):
         global detected
-        detected = Vec2(lon, lat)
+        if pos is not None:
+            detected = Vec2(pos[0], pos[1])
+        else:
+            detected = None
 
     analysis.subscribe(_callback)
 
@@ -87,7 +90,7 @@ def test_analysis_debugger():
     location_provider = DebugLocationProvider()
     location_provider.set_altitude(1.0)
     analysis = ImageAnalysisDelegate(detector, camera, location_provider,
-                                     debug)
+                                     debugger=debug)
 
     def run_analysis():
         detector.bounding_box = BoundingBox(Vec2(0, 0), Vec2(100, 100))