From bd6eea1a6ece6b55e99d8bc3d2045825542b5a34 Mon Sep 17 00:00:00 2001
From: sidimohammedkaddour <medkaddourr@gmail.com>
Date: Tue, 17 Dec 2024 14:17:44 +0100
Subject: [PATCH] first protoype , only monitoring work

---
 deploy.sh                                     |  19 +-
 .../docker-compose/docker-compose.yml         |  58 ++++-
 .../docker-compose/otel-collector-config.yaml |   0
 .../docker-compose/prometheus.yaml            |   0
 kubernetees.ipynb                             | 212 ------------------
 motion_detector/index.txt                     |   1 -
 object-detection.jpg                          | Bin 183918 -> 0 bytes
 object_recognizer/object_recognizer.py        | 204 -----------------
 object_recognizer/res.jpg                     | Bin 60935 -> 0 bytes
 object_recognizer/yolo_opencv.py              | 101 ---------
 rules.yml                                     |   5 -
 deploy on k3s.py => services/__init__.py      |   0
 {camera => services/camera}/Dockerfile        |  13 +-
 services/camera/__init__.py                   |   1 +
 .../camera}/footage/bear/no_bear.mp4          | Bin
 .../camera}/footage/bear/with_bear.mp4        | Bin
 .../camera}/footage/tiger/no_tiger.mp4        | Bin
 .../camera}/footage/tiger/with_tiger.mp4      | Bin
 .../camera}/footage/wolf/no_wolf.mp4          | Bin
 .../camera}/footage/wolf/with_wolf.mp4        | Bin
 {camera => services/camera}/requirements.txt  |   1 +
 services/camera/src/__init__.py               |   0
 {camera => services/camera/src}/camera.py     |  85 +++----
 services/camera/src/config.py                 |  11 +
 services/camera/src/logger.py                 |  19 ++
 services/camera/src/network.py                |  27 +++
 .../camera/src}/tracerprovider.py             |  14 +-
 services/camera/src/utils.py                  |  12 +
 services/camera/src/video.py                  |  21 ++
 .../motion_detector}/Dockerfile               |  12 +-
 services/motion_detector/__init__.py          |   0
 .../motion_detector}/requirements.txt         |   0
 services/motion_detector/src/__init__.py      |   0
 .../motion_detector/src}/motion_detection.py  |  98 +++++---
 .../motion_detector/src}/tracerprovider.py    |  14 +-
 .../object_recognizer}/Dockerfile             |  10 +-
 services/object_recognizer/__init__.py        |   0
 services/object_recognizer/output/res.jpg     | Bin 0 -> 37026 bytes
 .../object_recognizer}/requirements.txt       |   3 +-
 services/object_recognizer/src/__init__.py    |   0
 services/object_recognizer/src/model/model.py |  88 ++++++++
 .../src/model/yolov3}/yolov3.cfg              |   0
 .../src/model/yolov3}/yolov3.txt              |   0
 .../src/model/yolov3}/yolov3.weights          | Bin
 .../src/model/yolov3}/yolov8n.pt              | Bin
 .../src/object_recognizer.py                  | 199 ++++++++++++++++
 .../object_recognizer/src}/tracerprovider.py  |  12 +-
 services/object_recognizer/src/webserver.py   |  30 +++
 usecase.png                                   | Bin 118567 -> 0 bytes
 49 files changed, 623 insertions(+), 647 deletions(-)
 rename docker-compose.yml => deploy/docker-compose/docker-compose.yml (71%)
 rename otel-collector-config.yaml => deploy/docker-compose/otel-collector-config.yaml (100%)
 rename prometheus.yaml => deploy/docker-compose/prometheus.yaml (100%)
 delete mode 100644 kubernetees.ipynb
 delete mode 100644 motion_detector/index.txt
 delete mode 100644 object-detection.jpg
 delete mode 100644 object_recognizer/object_recognizer.py
 delete mode 100644 object_recognizer/res.jpg
 delete mode 100644 object_recognizer/yolo_opencv.py
 delete mode 100644 rules.yml
 rename deploy on k3s.py => services/__init__.py (100%)
 rename {camera => services/camera}/Dockerfile (56%)
 create mode 100644 services/camera/__init__.py
 rename {camera => services/camera}/footage/bear/no_bear.mp4 (100%)
 rename {camera => services/camera}/footage/bear/with_bear.mp4 (100%)
 rename {camera => services/camera}/footage/tiger/no_tiger.mp4 (100%)
 rename {camera => services/camera}/footage/tiger/with_tiger.mp4 (100%)
 rename {camera => services/camera}/footage/wolf/no_wolf.mp4 (100%)
 rename {camera => services/camera}/footage/wolf/with_wolf.mp4 (100%)
 rename {camera => services/camera}/requirements.txt (96%)
 create mode 100644 services/camera/src/__init__.py
 rename {camera => services/camera/src}/camera.py (66%)
 create mode 100644 services/camera/src/config.py
 create mode 100644 services/camera/src/logger.py
 create mode 100644 services/camera/src/network.py
 rename {camera => services/camera/src}/tracerprovider.py (84%)
 create mode 100644 services/camera/src/utils.py
 create mode 100644 services/camera/src/video.py
 rename {object_recognizer => services/motion_detector}/Dockerfile (65%)
 create mode 100644 services/motion_detector/__init__.py
 rename {motion_detector => services/motion_detector}/requirements.txt (100%)
 create mode 100644 services/motion_detector/src/__init__.py
 rename {motion_detector => services/motion_detector/src}/motion_detection.py (61%)
 rename {motion_detector => services/motion_detector/src}/tracerprovider.py (84%)
 rename {motion_detector => services/object_recognizer}/Dockerfile (56%)
 create mode 100644 services/object_recognizer/__init__.py
 create mode 100644 services/object_recognizer/output/res.jpg
 rename {object_recognizer => services/object_recognizer}/requirements.txt (93%)
 create mode 100644 services/object_recognizer/src/__init__.py
 create mode 100644 services/object_recognizer/src/model/model.py
 rename {object_recognizer => services/object_recognizer/src/model/yolov3}/yolov3.cfg (100%)
 rename {object_recognizer => services/object_recognizer/src/model/yolov3}/yolov3.txt (100%)
 rename {object_recognizer => services/object_recognizer/src/model/yolov3}/yolov3.weights (100%)
 rename {object_recognizer => services/object_recognizer/src/model/yolov3}/yolov8n.pt (100%)
 create mode 100644 services/object_recognizer/src/object_recognizer.py
 rename {object_recognizer => services/object_recognizer/src}/tracerprovider.py (81%)
 create mode 100644 services/object_recognizer/src/webserver.py
 delete mode 100644 usecase.png

diff --git a/deploy.sh b/deploy.sh
index 9b27471..7642e27 100644
--- a/deploy.sh
+++ b/deploy.sh
@@ -4,13 +4,14 @@
 DOCKER_USERNAME="medkaddour"
 SERVICES=("camera" "motion_detector" "object_recognizer")
 TAG="latest"
-DEPLOY_ENV=${1:-cloud}  # Default to local if no argument is provided
+DEPLOY_ENV=${1:-local}  # Default to 'cloud' if no argument is provided
 
 # Function to build and push a Docker image
 build_and_push() {
   local service=$1
-  echo "Building Docker image for ${service}..."
-  docker build -t ${DOCKER_USERNAME}/${service}:${TAG} ./${service}
+  local service_path="./services/${service}"  # Service directory path
+  echo "Building Docker image for ${service} from ${service_path}..."
+  docker build -t ${DOCKER_USERNAME}/${service}:${TAG} ${service_path}
 
   if [ "$DEPLOY_ENV" == "cloud" ]; then
     echo "Pushing Docker image for ${service} to Docker Hub..."
@@ -24,13 +25,19 @@ for service in "${SERVICES[@]}"; do
 done
 
 # Step 2: Deploy the images
+DOCKER_COMPOSE_PATH="./deploy/docker-compose/docker-compose.yml"
 if [ "$DEPLOY_ENV" == "local" ]; then
+  echo "Stopping and removing existing containers..."
+  docker-compose -f ${DOCKER_COMPOSE_PATH} down --volumes --remove-orphans
   echo "Running Docker images locally with Docker Compose..."
-  docker-compose up -d --build
+  docker-compose -f ${DOCKER_COMPOSE_PATH} up -d --build --force-recreate
 elif [ "$DEPLOY_ENV" == "cloud" ]; then
+  echo "Stopping and removing existing containers..."
+  docker-compose -f ${DOCKER_COMPOSE_PATH} down --volumes --remove-orphans
   echo "Pulling and running Docker images from Docker Hub with Docker Compose..."
-  #docker-compose pull
- # docker-compose up -d --build
+  # Force repull the latest images
+  docker-compose -f ${DOCKER_COMPOSE_PATH} pull --ignore-pull-failures
+  docker-compose -f ${DOCKER_COMPOSE_PATH} up -d --build --force-recreate
 else
   echo "Invalid DEPLOY_ENV value. Please use 'local' or 'cloud'."
   exit 1
diff --git a/docker-compose.yml b/deploy/docker-compose/docker-compose.yml
similarity index 71%
rename from docker-compose.yml
rename to deploy/docker-compose/docker-compose.yml
index 465bddc..a3f0947 100644
--- a/docker-compose.yml
+++ b/deploy/docker-compose/docker-compose.yml
@@ -5,6 +5,7 @@ services:
     image: medkaddour/object_recognizer
     ports:
       - "9999:9999"
+      - "5000:5000"
 
   motion_detector_1:
     image: medkaddour/motion_detector
@@ -13,7 +14,11 @@ services:
     depends_on:
       - object_recognizer
       - jaeger
-    command: /bin/sh -c "echo 1 > /app/index.txt && python motion_detection.py --host object_recognizer --port 9999"
+    environment:
+      - INDEX=1
+      - OR_HOST=object_recognizer
+      - OR_PORT=9999
+    command: python src/motion_detection.py
 
   motion_detector_2:
     image: medkaddour/motion_detector
@@ -22,7 +27,11 @@ services:
     depends_on:
       - object_recognizer
       - jaeger
-    command: /bin/sh -c "echo 2 > /app/index.txt && python motion_detection.py --host object_recognizer --port 9999"
+    environment:
+      - INDEX=2
+      - OR_HOST=object_recognizer
+      - OR_PORT=9999
+    command: python src/motion_detection.py
 
   motion_detector_3:
     image: medkaddour/motion_detector
@@ -31,26 +40,54 @@ services:
     depends_on:
       - object_recognizer
       - jaeger
-    command: /bin/sh -c "echo 3 > /app/index.txt && python motion_detection.py --host object_recognizer --port 9999"
+    environment:
+      - INDEX=3
+      - OR_HOST=object_recognizer
+      - OR_PORT=9999
+    command: python src/motion_detection.py
 
   camera_1:
     image: medkaddour/camera
     depends_on:
       - motion_detector_1
       - otel-collector
-    command: /bin/sh -c "echo 1 > /app/index.txt && python camera.py --mdhost motion_detector_1 --mdport 9998"
+    environment:
+      - CAMERA=true
+      - ANIMAL_NAME=tiger
+      - APPEARANCE_RATE=600
+      - MDHOST=motion_detector_1
+      - MDPORT=9998
+      - INDEX=1
+    command: /bin/sh -c "python src/camera.py"
+
   camera_2:
     image: medkaddour/camera
     depends_on:
       - motion_detector_2
       - otel-collector
-    command: /bin/sh -c "echo 2 > /app/index.txt && python camera.py --mdhost motion_detector_2 --mdport 9998"
+    environment:
+      - CAMERA=true
+      - ANIMAL_NAME=bear
+      - APPEARANCE_RATE=500
+      - MDHOST=motion_detector_2
+      - MDPORT=9998
+      - INDEX=2
+    command: /bin/sh -c "python src/camera.py"
+
   camera_3:
     image: medkaddour/camera
     depends_on:
       - motion_detector_3
       - otel-collector
-    command: /bin/sh -c "echo 3 > /app/index.txt && python camera.py --mdhost motion_detector_3 --mdport 9998"
+    environment:
+      - CAMERA=true
+      - ANIMAL_NAME=wolf
+      - APPEARANCE_RATE=700
+      - MDHOST=motion_detector_3
+      - MDPORT=9998
+      - INDEX=3
+    command: /bin/sh -c "python src/camera.py"
+
   jaeger:
     image: jaegertracing/all-in-one
     ports:
@@ -59,8 +96,6 @@ services:
       - "14268"
       - "14250"
 
-
-
   # Zipkin
   zipkin-all-in-one:
     image: openzipkin/zipkin:latest
@@ -87,6 +122,7 @@ services:
     depends_on:
       - jaeger
       - zipkin-all-in-one
+
   cadvisor:
     image: gcr.io/cadvisor/cadvisor:latest
     hostname: cadvisor
@@ -99,6 +135,7 @@ services:
       - "/dev/disk/:/dev/disk:ro"
     ports:
       - "8080:8080"
+
   prometheus:
     image: prom/prometheus:latest
     restart: always
@@ -107,6 +144,7 @@ services:
       - ./rules.yml:/etc/prometheus/rules.yml
     ports:
       - "9090:9090"
+
   node-exporter:
     image: prom/node-exporter:latest
     container_name: node-exporter
@@ -114,11 +152,11 @@ services:
     volumes:
       - /proc:/host/proc:ro
       - /sys:/host/sys:ro
-      - /:/rootfs:ro
+      - /:/rootfs:ro"
     command:
       - '--path.procfs=/host/proc'
       - '--path.rootfs=/rootfs'
       - '--path.sysfs=/host/sys'
       - '--collector.filesystem.mount-points-exclude=^/(sys|proc|dev|host|etc)($$|/)'
     expose:
-      - 9100
\ No newline at end of file
+      - 9100
diff --git a/otel-collector-config.yaml b/deploy/docker-compose/otel-collector-config.yaml
similarity index 100%
rename from otel-collector-config.yaml
rename to deploy/docker-compose/otel-collector-config.yaml
diff --git a/prometheus.yaml b/deploy/docker-compose/prometheus.yaml
similarity index 100%
rename from prometheus.yaml
rename to deploy/docker-compose/prometheus.yaml
diff --git a/kubernetees.ipynb b/kubernetees.ipynb
deleted file mode 100644
index 9e3f124..0000000
--- a/kubernetees.ipynb
+++ /dev/null
@@ -1,212 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "id": "5c61d749-73cb-4982-a0a5-bd0d09f4e1d8",
-   "metadata": {
-    "ExecuteTime": {
-     "end_time": "2024-07-10T10:33:38.448735Z",
-     "start_time": "2024-07-10T10:33:37.827646Z"
-    }
-   },
-   "source": [
-    "import enoslib as en\n",
-    "\n",
-    "# Enable rich logging\n",
-    "_ = en.init_logging()\n",
-    "\n",
-    "\n",
-    "# claim the resources\n",
-    "conf = (\n",
-    "    en.VMonG5kConf\n",
-    "    .from_settings(job_name=\"enoslib_providers\")\n",
-    "    .add_machine(\n",
-    "        roles=[\"master\"],\n",
-    "        cluster=\"econome\",\n",
-    "        number=1,\n",
-    "        flavour=\"large\"\n",
-    "    )\n",
-    "    .add_machine(\n",
-    "        roles=[\"agent\",\"cloud\"],\n",
-    "        cluster=\"econome\",\n",
-    "        number=1,\n",
-    "        flavour=\"large\"\n",
-    "    )\n",
-    "    .add_machine(\n",
-    "        roles=[\"agent\",\"edge\"],\n",
-    "        cluster=\"econome\",\n",
-    "        number=5,\n",
-    "        flavour=\"large\"\n",
-    "    )\n",
-    "    .finalize()\n",
-    ")\n",
-    "\n",
-    "\n",
-    "provider = en.VMonG5k(conf)\n",
-    "\n",
-    "roles, networks = provider.init()\n",
-    "\n",
-    "roles  "
-   ],
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "[WARNING]: failed to patch stdout/stderr for fork-safety: 'OutStream' object\n",
-      "has no attribute 'buffer'\n",
-      "[WARNING]: failed to reconfigure stdout/stderr with the replace error handler:\n",
-      "'OutStream' object has no attribute 'reconfigure'\n",
-      "/Users/sidimohammedkaddour/PycharmProjects/Contract Net/.venv/lib/python3.9/site-packages/urllib3/__init__.py:35: NotOpenSSLWarning: urllib3 v2 only supports OpenSSL 1.1.1+, currently the 'ssl' module is compiled with 'LibreSSL 2.8.3'. See: https://github.com/urllib3/urllib3/issues/3020\n",
-      "  warnings.warn(\n"
-     ]
-    },
-    {
-     "data": {
-      "text/plain": [
-       "\u001B[31mWARNING \u001B[0m \u001B[1m[\u001B[0mErrno \u001B[1;36m2\u001B[0m\u001B[1m]\u001B[0m No such file or directory:                                 \u001B[2m__init__.py\u001B[0m\u001B[2m:\u001B[0m\u001B[2m133\u001B[0m\n",
-       "         \u001B[32m'/Users/sidimohammedkaddour/.python-grid5000.yaml'\u001B[0m                   \u001B[2m               \u001B[0m\n"
-      ],
-      "text/html": [
-       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #800000; text-decoration-color: #800000\">WARNING </span> <span style=\"font-weight: bold\">[</span>Errno <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">2</span><span style=\"font-weight: bold\">]</span> No such file or directory:                                 <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">__init__.py:133</span>\n",
-       "         <span style=\"color: #008000; text-decoration-color: #008000\">'/Users/sidimohammedkaddour/.python-grid5000.yaml'</span>                   <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">               </span>\n",
-       "</pre>\n"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/plain": [
-       "\u001B[34mINFO    \u001B[0m \u001B[33m...\u001B[0mFalling back to anonymous connection                              \u001B[2m__init__.py\u001B[0m\u001B[2m:\u001B[0m\u001B[2m134\u001B[0m\n"
-      ],
-      "text/html": [
-       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #000080; text-decoration-color: #000080\">INFO    </span> <span style=\"color: #808000; text-decoration-color: #808000\">...</span>Falling back to anonymous connection                              <span style=\"color: #7f7f7f; text-decoration-color: #7f7f7f\">__init__.py:134</span>\n",
-       "</pre>\n"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "ename": "Grid5000AuthenticationError",
-     "evalue": "401: <!DOCTYPE HTML PUBLIC \"-//IETF//DTD HTML 2.0//EN\">\n<html><head>\n<title>401 Unauthorized</title>\n</head><body>\n<h1>Unauthorized</h1>\n<p>This server could not verify that you\nare authorized to access the document\nrequested.  Either you supplied the wrong\ncredentials (e.g., bad password), or your\nbrowser doesn't understand how to supply\nthe credentials required.</p>\n<hr>\n<address>Apache/2.4.59 (Debian) Server at <a href=\"mailto:support-staff@lists.grid5000.fr\">api.grid5000.fr</a> Port 443</address>\n</body></html>\n",
-     "output_type": "error",
-     "traceback": [
-      "\u001B[0;31m---------------------------------------------------------------------------\u001B[0m",
-      "\u001B[0;31mGrid5000AuthenticationError\u001B[0m               Traceback (most recent call last)",
-      "Cell \u001B[0;32mIn[2], line 35\u001B[0m\n\u001B[1;32m      8\u001B[0m conf \u001B[38;5;241m=\u001B[39m (\n\u001B[1;32m      9\u001B[0m     en\u001B[38;5;241m.\u001B[39mVMonG5kConf\n\u001B[1;32m     10\u001B[0m     \u001B[38;5;241m.\u001B[39mfrom_settings(job_name\u001B[38;5;241m=\u001B[39m\u001B[38;5;124m\"\u001B[39m\u001B[38;5;124menoslib_providers\u001B[39m\u001B[38;5;124m\"\u001B[39m)\n\u001B[0;32m   (...)\u001B[0m\n\u001B[1;32m     29\u001B[0m     \u001B[38;5;241m.\u001B[39mfinalize()\n\u001B[1;32m     30\u001B[0m )\n\u001B[1;32m     33\u001B[0m provider \u001B[38;5;241m=\u001B[39m en\u001B[38;5;241m.\u001B[39mVMonG5k(conf)\n\u001B[0;32m---> 35\u001B[0m roles, networks \u001B[38;5;241m=\u001B[39m \u001B[43mprovider\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43minit\u001B[49m\u001B[43m(\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m     37\u001B[0m roles  \n",
-      "File \u001B[0;32m~/PycharmProjects/Contract Net/.venv/lib/python3.9/site-packages/enoslib/infra/enos_vmong5k/provider.py:360\u001B[0m, in \u001B[0;36mVMonG5k.init\u001B[0;34m(self, force_deploy, start_time, **kwargs)\u001B[0m\n\u001B[1;32m    358\u001B[0m _force_deploy \u001B[38;5;241m=\u001B[39m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39mprovider_conf\u001B[38;5;241m.\u001B[39mforce_deploy\n\u001B[1;32m    359\u001B[0m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39mprovider_conf\u001B[38;5;241m.\u001B[39mforce_deploy \u001B[38;5;241m=\u001B[39m _force_deploy \u001B[38;5;129;01mor\u001B[39;00m force_deploy\n\u001B[0;32m--> 360\u001B[0m g5k_conf \u001B[38;5;241m=\u001B[39m \u001B[43m_build_g5k_conf\u001B[49m\u001B[43m(\u001B[49m\u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mprovider_conf\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m    361\u001B[0m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39m_g5k_provider \u001B[38;5;241m=\u001B[39m g5kprovider\u001B[38;5;241m.\u001B[39mG5k(g5k_conf)\n\u001B[1;32m    362\u001B[0m \u001B[38;5;28;01mif\u001B[39;00m start_time:\n",
-      "File \u001B[0;32m~/PycharmProjects/Contract Net/.venv/lib/python3.9/site-packages/enoslib/infra/enos_vmong5k/provider.py:206\u001B[0m, in \u001B[0;36m_build_g5k_conf\u001B[0;34m(vmong5k_conf)\u001B[0m\n\u001B[1;32m    204\u001B[0m \u001B[38;5;66;03m# first of all, make sure we don't mutate the vmong5k_conf\u001B[39;00m\n\u001B[1;32m    205\u001B[0m vmong5k_conf \u001B[38;5;241m=\u001B[39m copy\u001B[38;5;241m.\u001B[39mdeepcopy(vmong5k_conf)\n\u001B[0;32m--> 206\u001B[0m \u001B[38;5;28;01mreturn\u001B[39;00m \u001B[43m_do_build_g5k_conf\u001B[49m\u001B[43m(\u001B[49m\u001B[43mvmong5k_conf\u001B[49m\u001B[43m)\u001B[49m\n",
-      "File \u001B[0;32m~/PycharmProjects/Contract Net/.venv/lib/python3.9/site-packages/enoslib/infra/enos_vmong5k/provider.py:170\u001B[0m, in \u001B[0;36m_do_build_g5k_conf\u001B[0;34m(vmong5k_conf)\u001B[0m\n\u001B[1;32m    167\u001B[0m subnet_networks \u001B[38;5;241m=\u001B[39m {}\n\u001B[1;32m    169\u001B[0m \u001B[38;5;28;01mfor\u001B[39;00m _, machine \u001B[38;5;129;01min\u001B[39;00m \u001B[38;5;28menumerate\u001B[39m(vmong5k_conf\u001B[38;5;241m.\u001B[39mmachines):\n\u001B[0;32m--> 170\u001B[0m     site \u001B[38;5;241m=\u001B[39m \u001B[43mmachine\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43msite\u001B[49m\n\u001B[1;32m    171\u001B[0m     \u001B[38;5;66;03m# first check if there's a prod network demand\u001B[39;00m\n\u001B[1;32m    172\u001B[0m     \u001B[38;5;28;01mif\u001B[39;00m site \u001B[38;5;129;01mnot\u001B[39;00m \u001B[38;5;129;01min\u001B[39;00m prod_networks:\n",
-      "File \u001B[0;32m~/PycharmProjects/Contract Net/.venv/lib/python3.9/site-packages/enoslib/infra/enos_vmong5k/configuration.py:144\u001B[0m, in \u001B[0;36mMachineConfiguration.site\u001B[0;34m(self)\u001B[0m\n\u001B[1;32m    142\u001B[0m \u001B[38;5;129m@property\u001B[39m\n\u001B[1;32m    143\u001B[0m \u001B[38;5;28;01mdef\u001B[39;00m \u001B[38;5;21msite\u001B[39m(\u001B[38;5;28mself\u001B[39m) \u001B[38;5;241m-\u001B[39m\u001B[38;5;241m>\u001B[39m \u001B[38;5;28mstr\u001B[39m:\n\u001B[0;32m--> 144\u001B[0m     \u001B[38;5;28;01mreturn\u001B[39;00m \u001B[43mget_cluster_site\u001B[49m\u001B[43m(\u001B[49m\u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mcluster\u001B[49m\u001B[43m)\u001B[49m\n",
-      "File \u001B[0;32m~/PycharmProjects/Contract Net/.venv/lib/python3.9/site-packages/enoslib/infra/enos_g5k/g5k_api_utils.py:519\u001B[0m, in \u001B[0;36mget_cluster_site\u001B[0;34m(cluster)\u001B[0m\n\u001B[1;32m    510\u001B[0m \u001B[38;5;28;01mdef\u001B[39;00m \u001B[38;5;21mget_cluster_site\u001B[39m(cluster: \u001B[38;5;28mstr\u001B[39m) \u001B[38;5;241m-\u001B[39m\u001B[38;5;241m>\u001B[39m \u001B[38;5;28mstr\u001B[39m:\n\u001B[1;32m    511\u001B[0m \u001B[38;5;250m    \u001B[39m\u001B[38;5;124;03m\"\"\"Get the site of a given cluster.\u001B[39;00m\n\u001B[1;32m    512\u001B[0m \n\u001B[1;32m    513\u001B[0m \u001B[38;5;124;03m    Args:\u001B[39;00m\n\u001B[0;32m   (...)\u001B[0m\n\u001B[1;32m    517\u001B[0m \u001B[38;5;124;03m        The corresponding site(str)\u001B[39;00m\n\u001B[1;32m    518\u001B[0m \u001B[38;5;124;03m    \"\"\"\u001B[39;00m\n\u001B[0;32m--> 519\u001B[0m     match \u001B[38;5;241m=\u001B[39m \u001B[43mget_clusters_sites\u001B[49m\u001B[43m(\u001B[49m\u001B[43m[\u001B[49m\u001B[43mcluster\u001B[49m\u001B[43m]\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m    520\u001B[0m     \u001B[38;5;28;01mreturn\u001B[39;00m match[cluster]\n",
-      "File \u001B[0;32m~/PycharmProjects/Contract Net/.venv/lib/python3.9/site-packages/enoslib/infra/enos_g5k/g5k_api_utils.py:506\u001B[0m, in \u001B[0;36mget_clusters_sites\u001B[0;34m(clusters)\u001B[0m\n\u001B[1;32m    497\u001B[0m \u001B[38;5;28;01mdef\u001B[39;00m \u001B[38;5;21mget_clusters_sites\u001B[39m(clusters: Iterable[\u001B[38;5;28mstr\u001B[39m]) \u001B[38;5;241m-\u001B[39m\u001B[38;5;241m>\u001B[39m Dict[\u001B[38;5;28mstr\u001B[39m, \u001B[38;5;28mstr\u001B[39m]:\n\u001B[1;32m    498\u001B[0m \u001B[38;5;250m    \u001B[39m\u001B[38;5;124;03m\"\"\"Get the corresponding sites of given clusters.\u001B[39;00m\n\u001B[1;32m    499\u001B[0m \n\u001B[1;32m    500\u001B[0m \u001B[38;5;124;03m    Args:\u001B[39;00m\n\u001B[0;32m   (...)\u001B[0m\n\u001B[1;32m    504\u001B[0m \u001B[38;5;124;03m        dict of corresponding to the mapping cluster -> site\u001B[39;00m\n\u001B[1;32m    505\u001B[0m \u001B[38;5;124;03m    \"\"\"\u001B[39;00m\n\u001B[0;32m--> 506\u001B[0m     clusters_sites \u001B[38;5;241m=\u001B[39m \u001B[43mget_all_clusters_sites\u001B[49m\u001B[43m(\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m    507\u001B[0m     \u001B[38;5;28;01mreturn\u001B[39;00m {c: clusters_sites[c] \u001B[38;5;28;01mfor\u001B[39;00m c \u001B[38;5;129;01min\u001B[39;00m clusters}\n",
-      "File \u001B[0;32m~/PycharmProjects/Contract Net/.venv/lib/python3.9/site-packages/enoslib/infra/enos_g5k/g5k_api_utils.py:488\u001B[0m, in \u001B[0;36mget_all_clusters_sites\u001B[0;34m()\u001B[0m\n\u001B[1;32m    486\u001B[0m result: Dict \u001B[38;5;241m=\u001B[39m {}\n\u001B[1;32m    487\u001B[0m gk \u001B[38;5;241m=\u001B[39m get_api_client()\n\u001B[0;32m--> 488\u001B[0m sites \u001B[38;5;241m=\u001B[39m \u001B[43mgk\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43msites\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mlist\u001B[49m\u001B[43m(\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m    489\u001B[0m \u001B[38;5;28;01mfor\u001B[39;00m site \u001B[38;5;129;01min\u001B[39;00m sites:\n\u001B[1;32m    490\u001B[0m     \u001B[38;5;28;01mif\u001B[39;00m site\u001B[38;5;241m.\u001B[39muid \u001B[38;5;129;01mnot\u001B[39;00m \u001B[38;5;129;01min\u001B[39;00m gk\u001B[38;5;241m.\u001B[39mexcluded_sites:\n",
-      "File \u001B[0;32m~/PycharmProjects/Contract Net/.venv/lib/python3.9/site-packages/grid5000/exceptions.py:82\u001B[0m, in \u001B[0;36mon_http_error.<locals>.wrap.<locals>.wrapped_f\u001B[0;34m(*args, **kwargs)\u001B[0m\n\u001B[1;32m     79\u001B[0m \u001B[38;5;129m@functools\u001B[39m\u001B[38;5;241m.\u001B[39mwraps(f)\n\u001B[1;32m     80\u001B[0m \u001B[38;5;28;01mdef\u001B[39;00m \u001B[38;5;21mwrapped_f\u001B[39m(\u001B[38;5;241m*\u001B[39margs, \u001B[38;5;241m*\u001B[39m\u001B[38;5;241m*\u001B[39mkwargs):\n\u001B[1;32m     81\u001B[0m     \u001B[38;5;28;01mtry\u001B[39;00m:\n\u001B[0;32m---> 82\u001B[0m         \u001B[38;5;28;01mreturn\u001B[39;00m \u001B[43mf\u001B[49m\u001B[43m(\u001B[49m\u001B[38;5;241;43m*\u001B[39;49m\u001B[43margs\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[38;5;241;43m*\u001B[39;49m\u001B[38;5;241;43m*\u001B[39;49m\u001B[43mkwargs\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m     83\u001B[0m     \u001B[38;5;28;01mexcept\u001B[39;00m Grid5000HttpError \u001B[38;5;28;01mas\u001B[39;00m e:\n\u001B[1;32m     84\u001B[0m         \u001B[38;5;28;01mraise\u001B[39;00m error(e\u001B[38;5;241m.\u001B[39merror_message, e\u001B[38;5;241m.\u001B[39mresponse_code, e\u001B[38;5;241m.\u001B[39mresponse_body)\n",
-      "File \u001B[0;32m~/PycharmProjects/Contract Net/.venv/lib/python3.9/site-packages/grid5000/mixins.py:103\u001B[0m, in \u001B[0;36mListMixin.list\u001B[0;34m(self, **kwargs)\u001B[0m\n\u001B[1;32m    101\u001B[0m \u001B[38;5;66;03m# Allow to overwrite the path, handy for custom listings\u001B[39;00m\n\u001B[1;32m    102\u001B[0m path \u001B[38;5;241m=\u001B[39m data\u001B[38;5;241m.\u001B[39mpop(\u001B[38;5;124m\"\u001B[39m\u001B[38;5;124mpath\u001B[39m\u001B[38;5;124m\"\u001B[39m, \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39mpath)\n\u001B[0;32m--> 103\u001B[0m l_obj \u001B[38;5;241m=\u001B[39m \u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mgrid5000\u001B[49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mhttp_list\u001B[49m\u001B[43m(\u001B[49m\u001B[43mpath\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[38;5;241;43m*\u001B[39;49m\u001B[38;5;241;43m*\u001B[39;49m\u001B[43mdata\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m    105\u001B[0m \u001B[38;5;28;01mif\u001B[39;00m \u001B[38;5;28misinstance\u001B[39m(l_obj, \u001B[38;5;28mlist\u001B[39m):\n\u001B[1;32m    106\u001B[0m     \u001B[38;5;28;01mreturn\u001B[39;00m [\u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39m_obj_cls(\u001B[38;5;28mself\u001B[39m, item) \u001B[38;5;28;01mfor\u001B[39;00m item \u001B[38;5;129;01min\u001B[39;00m l_obj]\n",
-      "File \u001B[0;32m~/PycharmProjects/Contract Net/.venv/lib/python3.9/site-packages/grid5000/__init__.py:349\u001B[0m, in \u001B[0;36mGrid5000.http_list\u001B[0;34m(self, path, query_data, **kwargs)\u001B[0m\n\u001B[1;32m    331\u001B[0m \u001B[38;5;250m\u001B[39m\u001B[38;5;124;03m\"\"\"Make a GET request to the Grid5000 API for list-oriented queries.\u001B[39;00m\n\u001B[1;32m    332\u001B[0m \n\u001B[1;32m    333\u001B[0m \u001B[38;5;124;03mArgs:\u001B[39;00m\n\u001B[0;32m   (...)\u001B[0m\n\u001B[1;32m    345\u001B[0m \u001B[38;5;124;03m    Grid5000ParsingError: If the json data could not be parsed\u001B[39;00m\n\u001B[1;32m    346\u001B[0m \u001B[38;5;124;03m\"\"\"\u001B[39;00m\n\u001B[1;32m    347\u001B[0m url \u001B[38;5;241m=\u001B[39m \u001B[38;5;28mself\u001B[39m\u001B[38;5;241m.\u001B[39m_build_url(path)\n\u001B[0;32m--> 349\u001B[0m result \u001B[38;5;241m=\u001B[39m \u001B[38;5;28;43mself\u001B[39;49m\u001B[38;5;241;43m.\u001B[39;49m\u001B[43mhttp_request\u001B[49m\u001B[43m(\u001B[49m\u001B[38;5;124;43m\"\u001B[39;49m\u001B[38;5;124;43mget\u001B[39;49m\u001B[38;5;124;43m\"\u001B[39;49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43murl\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mquery_data\u001B[49m\u001B[38;5;241;43m=\u001B[39;49m\u001B[43mquery_data\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[38;5;241;43m*\u001B[39;49m\u001B[38;5;241;43m*\u001B[39;49m\u001B[43mkwargs\u001B[49m\u001B[43m)\u001B[49m\n\u001B[1;32m    351\u001B[0m \u001B[38;5;66;03m# NOTE(msimonin): in the future we may want to support automatic\u001B[39;00m\n\u001B[1;32m    352\u001B[0m \u001B[38;5;66;03m# pagination Thus we'll need to return an iterator here (in a generic\u001B[39;00m\n\u001B[1;32m    353\u001B[0m \u001B[38;5;66;03m# way ...)\u001B[39;00m\n\u001B[1;32m    354\u001B[0m \n\u001B[1;32m    355\u001B[0m \u001B[38;5;66;03m# NOTE(msimonin): here we hit the HATEOAS vs non HATEOAS hell\u001B[39;00m\n\u001B[1;32m    356\u001B[0m result \u001B[38;5;241m=\u001B[39m result\u001B[38;5;241m.\u001B[39mjson()\n",
-      "File \u001B[0;32m~/PycharmProjects/Contract Net/.venv/lib/python3.9/site-packages/grid5000/__init__.py:278\u001B[0m, in \u001B[0;36mGrid5000.http_request\u001B[0;34m(self, verb, path, query_data, post_data, header_data, streamed, content_type, accept, **kwargs)\u001B[0m\n\u001B[1;32m    275\u001B[0m     \u001B[38;5;28;01mpass\u001B[39;00m\n\u001B[1;32m    277\u001B[0m \u001B[38;5;28;01mif\u001B[39;00m result\u001B[38;5;241m.\u001B[39mstatus_code \u001B[38;5;241m==\u001B[39m \u001B[38;5;241m401\u001B[39m:\n\u001B[0;32m--> 278\u001B[0m     \u001B[38;5;28;01mraise\u001B[39;00m Grid5000AuthenticationError(\n\u001B[1;32m    279\u001B[0m         response_code\u001B[38;5;241m=\u001B[39mresult\u001B[38;5;241m.\u001B[39mstatus_code,\n\u001B[1;32m    280\u001B[0m         error_message\u001B[38;5;241m=\u001B[39merror_message,\n\u001B[1;32m    281\u001B[0m         response_body\u001B[38;5;241m=\u001B[39mresult\u001B[38;5;241m.\u001B[39mcontent,\n\u001B[1;32m    282\u001B[0m     )\n\u001B[1;32m    284\u001B[0m \u001B[38;5;28;01mraise\u001B[39;00m Grid5000HttpError(\n\u001B[1;32m    285\u001B[0m     response_code\u001B[38;5;241m=\u001B[39mresult\u001B[38;5;241m.\u001B[39mstatus_code,\n\u001B[1;32m    286\u001B[0m     error_message\u001B[38;5;241m=\u001B[39merror_message,\n\u001B[1;32m    287\u001B[0m     response_body\u001B[38;5;241m=\u001B[39mresult\u001B[38;5;241m.\u001B[39mcontent,\n\u001B[1;32m    288\u001B[0m )\n",
-      "\u001B[0;31mGrid5000AuthenticationError\u001B[0m: 401: <!DOCTYPE HTML PUBLIC \"-//IETF//DTD HTML 2.0//EN\">\n<html><head>\n<title>401 Unauthorized</title>\n</head><body>\n<h1>Unauthorized</h1>\n<p>This server could not verify that you\nare authorized to access the document\nrequested.  Either you supplied the wrong\ncredentials (e.g., bad password), or your\nbrowser doesn't understand how to supply\nthe credentials required.</p>\n<hr>\n<address>Apache/2.4.59 (Debian) Server at <a href=\"mailto:support-staff@lists.grid5000.fr\">api.grid5000.fr</a> Port 443</address>\n</body></html>\n"
-     ]
-    }
-   ],
-   "execution_count": 2
-  },
-  {
-   "cell_type": "code",
-   "id": "1be51270-85a2-442d-9ab2-6cc8b7a5d5a4",
-   "metadata": {},
-   "source": [
-    "# wait for the nodes\n",
-    "en.wait_for(roles)"
-   ],
-   "outputs": [],
-   "execution_count": null
-  },
-  {
-   "cell_type": "code",
-   "id": "1c8d37bb-748e-4716-85b9-5f4fb8290d2f",
-   "metadata": {},
-   "source": [
-    "k3s = en.K3s(master=roles[\"master\"], agent=roles[\"agent\"])\n",
-    "\n",
-    "k3s.deploy()"
-   ],
-   "outputs": [],
-   "execution_count": null
-  },
-  {
-   "cell_type": "code",
-   "id": "83fc9b33-859b-423b-bcdb-b6e165822a8d",
-   "metadata": {
-    "scrolled": true
-   },
-   "source": [
-    "print(\"Create a tunnel from your local machine to the head node:\")\n",
-    "print(f\"ssh -NL 8001:{roles['master'][0].address}:8001 skaddour@access.grid5000.fr\")"
-   ],
-   "outputs": [],
-   "execution_count": null
-  },
-  {
-   "cell_type": "code",
-   "id": "59e57e73-3140-4c8b-8bb5-238130e7b358",
-   "metadata": {},
-   "source": [
-    "import subprocess\n",
-    "subprocess.run(\"scp otel-collector-config.yaml skaddour@\"+str(roles['master'][0].address))"
-   ],
-   "outputs": [],
-   "execution_count": null
-  },
-  {
-   "cell_type": "code",
-   "id": "b7198604-e8c6-47b0-8f85-e7afcc505d04",
-   "metadata": {},
-   "source": [
-    "provider.destroy() "
-   ],
-   "outputs": [],
-   "execution_count": null
-  },
-  {
-   "cell_type": "code",
-   "id": "76996be3-b9ae-49c4-ac68-30f1df9055dd",
-   "metadata": {},
-   "source": [],
-   "outputs": [],
-   "execution_count": null
-  },
-  {
-   "cell_type": "code",
-   "id": "d22f906b-a7ea-40fa-bd9c-af59eda93032",
-   "metadata": {},
-   "source": [],
-   "outputs": [],
-   "execution_count": null
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.9.2"
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 5
-}
diff --git a/motion_detector/index.txt b/motion_detector/index.txt
deleted file mode 100644
index 62f9457..0000000
--- a/motion_detector/index.txt
+++ /dev/null
@@ -1 +0,0 @@
-6
\ No newline at end of file
diff --git a/object-detection.jpg b/object-detection.jpg
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diff --git a/object_recognizer/object_recognizer.py b/object_recognizer/object_recognizer.py
deleted file mode 100644
index 9ca2322..0000000
--- a/object_recognizer/object_recognizer.py
+++ /dev/null
@@ -1,204 +0,0 @@
-import datetime
-import socket
-import time
-import threading
-import queue
-import pickle
-import struct
-import cv2
-import numpy as np
-from tracerprovider import tracer, meter
-import pyshine as ps  # pip install pyshine
-
-
-# Load YOLO model (if needed) and other initialization
-# model = YOLO('yolov8n.pt')
-
-# Function to detect objects in a frame
-def get_output_layers(net):
-    layer_names = net.getLayerNames()
-    try:
-        output_layers = [layer_names[i - 1] for i in net.getUnconnectedOutLayers()]
-    except:
-        output_layers = [layer_names[i[0] - 1] for i in net.getUnconnectedOutLayers()]
-    return output_layers
-
-
-def draw_prediction(img, class_id, confidence, x, y, x_plus_w, y_plus_h, classes, COLORS):
-    label = str(classes[class_id])
-    print(label + " detected")
-    color = COLORS[class_id]
-    cv2.rectangle(img, (x, y), (x_plus_w, y_plus_h), color, 2)
-    cv2.putText(img, label, (x - 10, y - 10), cv2.FONT_HERSHEY_SIMPLEX, 0.5, color, 2)
-    framename = "res.jpg"
-    print(framename)
-    cv2.imwrite(framename, img)
-
-
-def process_frame(mddata):
-    frame = mddata['frame']
-    Width = frame.shape[1]
-    Height = frame.shape[0]
-    scale = 0.00392
-
-    classes = None
-    with open("yolov3.txt", 'r') as f:
-        classes = [line.strip() for line in f.readlines()]
-
-    COLORS = np.random.uniform(0, 255, size=(len(classes), 3))
-    net = cv2.dnn.readNet("yolov3.weights", "yolov3.cfg")
-    blob = cv2.dnn.blobFromImage(frame, scale, (416, 416), (0, 0, 0), True, crop=False)
-    net.setInput(blob)
-    outs = net.forward(get_output_layers(net))
-
-    class_ids = []
-    confidences = []
-    boxes = []
-    conf_threshold = 0.5
-    nms_threshold = 0.4
-
-    for out in outs:
-        for detection in out:
-            scores = detection[5:]
-            class_id = np.argmax(scores)
-            confidence = scores[class_id]
-            if confidence > 0.5:
-                center_x = int(detection[0] * Width)
-                center_y = int(detection[1] * Height)
-                w = int(detection[2] * Width)
-                h = int(detection[3] * Height)
-                x = center_x - w / 2
-                y = center_y - h / 2
-                class_ids.append(class_id)
-                confidences.append(float(confidence))
-                boxes.append([x, y, w, h])
-
-    indices = cv2.dnn.NMSBoxes(boxes, confidences, conf_threshold, nms_threshold)
-    for i in indices:
-        try:
-            box = boxes[i]
-        except:
-            i = i[0]
-            box = boxes[i]
-        x = box[0]
-        y = box[1]
-        w = box[2]
-        h = box[3]
-        draw_prediction(frame, class_ids[i], confidences[i], round(x), round(y), round(x + w), round(y + h), classes,
-                        COLORS)
-
-
-def receive_frames(client_socket, frame_queue):
-    data = b""
-    payload_size = struct.calcsize("Q")
-
-    while True:
-        try:
-            while len(data) < payload_size:
-                packet = client_socket.recv(4 * 1024)  # 4K
-                if not packet:
-                    return
-                data += packet
-            packed_msg_size = data[:payload_size]
-            data = data[payload_size:]
-            if len(data) == 0:
-                break
-            msg_size = struct.unpack("Q", packed_msg_size)[0]
-            while len(data) < msg_size:
-                data += client_socket.recv(4 * 1024)
-            frame_data = data[:msg_size]
-            data = data[msg_size:]
-            frame_queue.put(pickle.loads(frame_data))
-            len_q_gauge.set(frame_queue.qsize())
-            transmission_time = datetime.datetime.now() - datetime.datetime.strptime(pickle.loads(frame_data)['sentfromedgetime'],
-                                                                                     "%Y-%m-%d %H:%M:%S")
-            transmission_time_in_seconds = transmission_time.total_seconds()
-            md_e2c_transmission_time.set(transmission_time_in_seconds)
-        except Exception as e:
-            print(f"Error receiving frame: {e}")
-            return
-
-
-def handle_client(frame_queue):
-    firstFrame = None
-    fps_start_time = time.time()
-    fps_frame_count = 0
-    detected = False
-    orclient_socket = None
-
-
-
-    while True:
-        if frame_queue.empty():
-            continue
-
-        mddata = frame_queue.get()
-        len_q_gauge.set(frame_queue.qsize())
-        frame = mddata['frame']
-        Width = frame.shape[1]
-        Height = frame.shape[0]
-
-        starting_processing_time = datetime.datetime.now()
-        transmission_time = datetime.datetime.now() - datetime.datetime.strptime(mddata['sentfromedgetime'],
-                                                                                 "%Y-%m-%d %H:%M:%S")
-        transmission_time_in_seconds = transmission_time.total_seconds()
-        #md_e2c_transmission_time.set(transmission_time_in_seconds)
-
-
-        # Process the frame
-        process_frame(mddata)
-        time_tmp=datetime.datetime.now()-starting_processing_time
-        time_tmp=time_tmp.total_seconds()
-        processing_time.set(time.time() - time_tmp)
-        response_time_s = datetime.datetime.now() - datetime.datetime.strptime(mddata['capture_time'],
-                                                                               "%Y-%m-%d %H:%M:%S")
-        response_time_s_in_seconds = response_time_s.total_seconds()
-        response_time.set(response_time_s_in_seconds)
-
-
-# Setup server socket
-server_socket = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
-host_name = socket.gethostname()
-host_ip = socket.gethostbyname(host_name)
-socket_address = (host_ip, 9999)
-server_socket.bind(socket_address)
-server_socket.listen()
-print("Listening at", socket_address)
-len_q_gauge = meter.create_gauge(
-        name="or_len_q",
-        description="queue length in object recignizer",
-        unit="f"
-    )
-processing_time = meter.create_gauge(
-    name="or_processing_time",
-    description="processing time of one frame",
-    unit="s"
-)
-md_e2c_transmission_time = meter.create_gauge(
-    name="md_e2c_transmission_time",
-    description="transmission time of one frame from edge to cloud",
-    unit="s"
-)
-response_time = meter.create_gauge(
-    name="responstime",
-    description="response time of one frame",
-    unit="s"
-)
-# Main server loop
-client_threads = []
-frame_queue = queue.Queue()
-process_thread=[]
-for i in range(0,1):
-    process_thread.append( threading.Thread(target=handle_client, args=(frame_queue,)))
-    process_thread[-1].start()
-while True:
-    try:
-        client_socket, addr = server_socket.accept()
-        print(f"CLIENT {addr} CONNECTED!")
-        receive_frames(client_socket, frame_queue)
-
-    except Exception as e:
-        print(f"Exception: {e}")
-        continue
-
-server_socket.close()
diff --git a/object_recognizer/res.jpg b/object_recognizer/res.jpg
deleted file mode 100644
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GIT binary patch
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diff --git a/object_recognizer/yolo_opencv.py b/object_recognizer/yolo_opencv.py
deleted file mode 100644
index 25d3e90..0000000
--- a/object_recognizer/yolo_opencv.py
+++ /dev/null
@@ -1,101 +0,0 @@
-#############################################
-# Object detection - YOLO - OpenCV
-# Author : Arun Ponnusamy   (July 16, 2018)
-# Website : http://www.arunponnusamy.com
-############################################
-
-
-import cv2
-import argparse
-import numpy as np
-
-
-
-
-def get_output_layers(net):
-    
-    layer_names = net.getLayerNames()
-    try:
-        output_layers = [layer_names[i - 1] for i in net.getUnconnectedOutLayers()]
-    except:
-        output_layers = [layer_names[i[0] - 1] for i in net.getUnconnectedOutLayers()]
-
-    return output_layers
-
-
-def draw_prediction(img, class_id, confidence, x, y, x_plus_w, y_plus_h):
-
-    label = str(classes[class_id])
-
-    color = COLORS[class_id]
-
-    cv2.rectangle(img, (x,y), (x_plus_w,y_plus_h), color, 2)
-
-    cv2.putText(img, label, (x-10,y-10), cv2.FONT_HERSHEY_SIMPLEX, 0.5, color, 2)
-
-    
-image = cv2.imread("../dog.jpg")
-
-Width = image.shape[1]
-Height = image.shape[0]
-scale = 0.00392
-
-classes = None
-
-with open("yolov3.txt", 'r') as f:
-    classes = [line.strip() for line in f.readlines()]
-
-COLORS = np.random.uniform(0, 255, size=(len(classes), 3))
-
-net = cv2.dnn.readNet("yolov3.weights","yolov3.cfg")
-
-blob = cv2.dnn.blobFromImage(image, scale, (416,416), (0,0,0), True, crop=False)
-
-net.setInput(blob)
-
-outs = net.forward(get_output_layers(net))
-
-class_ids = []
-confidences = []
-boxes = []
-conf_threshold = 0.5
-nms_threshold = 0.4
-
-
-for out in outs:
-    for detection in out:
-        scores = detection[5:]
-        class_id = np.argmax(scores)
-        confidence = scores[class_id]
-        if confidence > 0.5:
-            center_x = int(detection[0] * Width)
-            center_y = int(detection[1] * Height)
-            w = int(detection[2] * Width)
-            h = int(detection[3] * Height)
-            x = center_x - w / 2
-            y = center_y - h / 2
-            class_ids.append(class_id)
-            confidences.append(float(confidence))
-            boxes.append([x, y, w, h])
-
-
-indices = cv2.dnn.NMSBoxes(boxes, confidences, conf_threshold, nms_threshold)
-
-for i in indices:
-    try:
-        box = boxes[i]
-    except:
-        i = i[0]
-        box = boxes[i]
-    
-    x = box[0]
-    y = box[1]
-    w = box[2]
-    h = box[3]
-    draw_prediction(image, class_ids[i], confidences[i], round(x), round(y), round(x+w), round(y+h))
-
-cv2.imshow("object detection", image)
-cv2.waitKey()
-    
-cv2.imwrite("../object-detection.jpg", image)
-cv2.destroyAllWindows()
diff --git a/rules.yml b/rules.yml
deleted file mode 100644
index 25cd29e..0000000
--- a/rules.yml
+++ /dev/null
@@ -1,5 +0,0 @@
-groups:
-  - name: example
-    rules:
-      - record: container_cpu_usage_rate_per_second
-        expr: rate(container_cpu_usage_seconds_total[1s])
diff --git a/deploy on k3s.py b/services/__init__.py
similarity index 100%
rename from deploy on k3s.py
rename to services/__init__.py
diff --git a/camera/Dockerfile b/services/camera/Dockerfile
similarity index 56%
rename from camera/Dockerfile
rename to services/camera/Dockerfile
index 3c1e497..092db59 100644
--- a/camera/Dockerfile
+++ b/services/camera/Dockerfile
@@ -1,7 +1,5 @@
-# Dockerfile for client microservice
-
 # Use the official Python image as base
-FROM --platform=linux/amd64 python:3.8-slim as build
+FROM --platform=linux/arm64 python:3.8-slim as build
 
 # Set the working directory inside the container
 WORKDIR /app
@@ -12,8 +10,15 @@ COPY . .
 # Install required Python packages
 RUN pip install -r requirements.txt
 
+# Set environment variables with default values
+ENV CAMERA="false" \
+    ANIMAL_NAME="tiger" \
+    APPEARANCE_RATE=600 \
+    MDHOST="localhost" \
+    MDPORT=9998
+
 # Expose the port (if needed)
 # EXPOSE <port_number>
 
 # Command to run the client code
-CMD ["python", "camera.py"]
+CMD ["python", "src/camera.py"]
diff --git a/services/camera/__init__.py b/services/camera/__init__.py
new file mode 100644
index 0000000..a9ace3a
--- /dev/null
+++ b/services/camera/__init__.py
@@ -0,0 +1 @@
+# Empty __init__.py
\ No newline at end of file
diff --git a/camera/footage/bear/no_bear.mp4 b/services/camera/footage/bear/no_bear.mp4
similarity index 100%
rename from camera/footage/bear/no_bear.mp4
rename to services/camera/footage/bear/no_bear.mp4
diff --git a/camera/footage/bear/with_bear.mp4 b/services/camera/footage/bear/with_bear.mp4
similarity index 100%
rename from camera/footage/bear/with_bear.mp4
rename to services/camera/footage/bear/with_bear.mp4
diff --git a/camera/footage/tiger/no_tiger.mp4 b/services/camera/footage/tiger/no_tiger.mp4
similarity index 100%
rename from camera/footage/tiger/no_tiger.mp4
rename to services/camera/footage/tiger/no_tiger.mp4
diff --git a/camera/footage/tiger/with_tiger.mp4 b/services/camera/footage/tiger/with_tiger.mp4
similarity index 100%
rename from camera/footage/tiger/with_tiger.mp4
rename to services/camera/footage/tiger/with_tiger.mp4
diff --git a/camera/footage/wolf/no_wolf.mp4 b/services/camera/footage/wolf/no_wolf.mp4
similarity index 100%
rename from camera/footage/wolf/no_wolf.mp4
rename to services/camera/footage/wolf/no_wolf.mp4
diff --git a/camera/footage/wolf/with_wolf.mp4 b/services/camera/footage/wolf/with_wolf.mp4
similarity index 100%
rename from camera/footage/wolf/with_wolf.mp4
rename to services/camera/footage/wolf/with_wolf.mp4
diff --git a/camera/requirements.txt b/services/camera/requirements.txt
similarity index 96%
rename from camera/requirements.txt
rename to services/camera/requirements.txt
index 14671f8..109b87e 100644
--- a/camera/requirements.txt
+++ b/services/camera/requirements.txt
@@ -1,5 +1,6 @@
 opencv-python-headless
 imutils
+psutil
 pyshine
 opentelemetry-api
 opentelemetry-sdk
diff --git a/services/camera/src/__init__.py b/services/camera/src/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/camera/camera.py b/services/camera/src/camera.py
similarity index 66%
rename from camera/camera.py
rename to services/camera/src/camera.py
index 261106d..2158f14 100644
--- a/camera/camera.py
+++ b/services/camera/src/camera.py
@@ -6,11 +6,21 @@ import pickle
 import struct
 import time
 import datetime
+import os  # Import os for environment variables
 from tracerprovider import tracer, meter
-from array import array
-
 import pyshine as ps  # pip install pyshine
 import imutils  # pip install imutils
+import logging
+
+# Configure logging
+logging.basicConfig(
+    format='%(asctime)s - %(levelname)s - %(message)s',
+    level=logging.INFO,  # You can change this to DEBUG, ERROR, etc.
+    handlers=[
+        logging.StreamHandler(),  # Log to console
+        logging.FileHandler("output/camera.log")  # Log to a file
+    ]
+)
 
 
 def generate_random_intervals(events_per_hour):
@@ -29,38 +39,43 @@ def generate_random_intervals(events_per_hour):
 
     # Return intervals rounded to a few decimal points (optional)
     result = [round(interval, 2) for interval in normalized_intervals]
-    print(str(result))
+    logging.info(f"Generated intervals: {result}")
     return result
 
 
-def main(camera=False, animal_name="bear", frequency=0, host_ip="motion_detector", port=9998):
+def main():
+    # Get environment variables (with defaults if not set)
+    camera = os.getenv("CAMERA", "false").lower() == "true"
+    animal_name = os.getenv("ANIMAL_NAME", "tiger")
+    appearance_rate = int(os.getenv("APPEARANCE_RATE", 600))
+    host_ip = os.getenv("MDHOST", "localhost")
+    port = int(os.getenv("MDPORT", 9998))
+
     # Map animal to the appropriate video filenames
     animal_map = {
         'bear': ('footage/bear/no_bear.mp4', 'footage/bear/with_bear.mp4'),
         'tiger': ('footage/tiger/no_tiger.mp4', 'footage/tiger/with_tiger.mp4'),
         'wolf': ('footage/wolf/no_wolf.mp4', 'footage/wolf/with_wolf.mp4')
     }
-    if animal_name:
-        if animal_name not in animal_map:
-            print(f"No video available for {animal_name}")
-            return
+
+    if animal_name not in animal_map:
+        logging.error(f"No video available for {animal_name}")
+        return
+
     no_animal_video, with_animal_video = animal_map[animal_name]
 
     while True:
-
         client_socket = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
-        host_ip = host_ip  # Here according to your server IP write the address
 
-        port = port
         while True:
             try:
-                print(host_ip+":"+str(port))
+                logging.info(f"Attempting to connect to {host_ip}:{port}")
                 client_socket.connect((host_ip, port))
-
+                logging.info(f"Connected to {host_ip}:{port}")
                 break
-            except:
+            except Exception as e:
+                logging.warning(f"Cannot connect to motion detector: {e}")
                 time.sleep(1)
-                print("cannot connect to motion detector")
                 continue
 
         # Initialize FPS calculation
@@ -80,36 +95,30 @@ def main(camera=False, animal_name="bear", frequency=0, host_ip="motion_detector
 
         frame_rate = 30.0
         frame_interval = 1.0 / frame_rate
-        fps_start_time=time.time()
-        motion=False
+        motion = False
         if client_socket:
-
             while True:
-                for interval in  generate_random_intervals(frequency) :
+                for interval in generate_random_intervals(appearance_rate):
                     interval_frame_count = interval * 30
                     frame_number = 0
-                    if  motion:
+                    if motion:
                         vid = cv2.VideoCapture(with_animal_video)
                         motion = False
                     else:
                         vid = cv2.VideoCapture(no_animal_video)
                         motion = True
-                    print(motion)
-                    while (frame_number<interval_frame_count) or (not motion):
-                       # if not vid.isOpened() and not motion:
-                       #     vid= cv2.VideoCapture(no_animal_video)
-                        frame_number+=1
+                    logging.info(f"Motion: {motion}")
+                    while (frame_number < interval_frame_count) or (not motion):
+                        frame_number += 1
                         with tracer.start_as_current_span("sending frame") as span:
                             try:
-
-
                                 img, frame = vid.read()
-                                if not img :
+                                if not img:
                                     if motion:
-                                        vid= cv2.VideoCapture(no_animal_video)
+                                        vid = cv2.VideoCapture(no_animal_video)
                                         continue
                                     else:
-                                        print("motion frames count:"+str(frame_number))
+                                        logging.info(f"Motion frames count: {frame_number}")
                                         break
                                 frame = imutils.resize(frame, width=640)
 
@@ -130,7 +139,7 @@ def main(camera=False, animal_name="bear", frequency=0, host_ip="motion_detector
                                 elapsed_time = time.time() - fps_start_time
                                 if elapsed_time >= 10.0:
                                     fps = round(fps_frame_count / elapsed_time, 2)
-                                    print(str(fps) + "/" + str(fps_frame_count) + "/" + str(elapsed_time))
+                                    logging.info(f"FPS: {fps} (Total frames: {fps_frame_count}, Time: {elapsed_time})")
                                     fps_histo.record(fps)
                                     fps_count.set(fps)
                                     fps_frame_count = 0
@@ -140,21 +149,13 @@ def main(camera=False, animal_name="bear", frequency=0, host_ip="motion_detector
                                 end_time = time.time()
                                 elapsed_time = end_time - start_time
                                 if elapsed_time < frame_interval:
-                                    #print(str(frame_interval-elapsed_time))
-                                    time.sleep(0.025)#frame_interval - elapsed_time)
+                                    time.sleep(0.025)  # frame_interval - elapsed_time
 
                             except Exception as e:
-                                print(f"Error sending frame: {e}")
+                                logging.error(f"Error sending frame: {e}")
                                 client_socket.close()
                                 break
 
 
 if __name__ == "__main__":
-    parser = argparse.ArgumentParser(description="Camera")
-    parser.add_argument("--camera", action="store_true", help="Use webcam")
-    parser.add_argument("--animal", type=str, default='tiger', choices=['bear', 'tiger', 'wolf'], help="Name of the animal")
-    parser.add_argument("--frequency", type=int, default=600, help="frequency for animal appearance in one hour")
-    parser.add_argument("--mdhost", type=str, default="motion_detector", help="Motion Detector IP address")
-    parser.add_argument("--mdport", type=int, default=9998, help="Motion detector port number")
-    args = parser.parse_args()
-    main(camera=args.camera, animal_name=args.animal, frequency=args.frequency, host_ip=args.mdhost, port=args.mdport)
\ No newline at end of file
+    main()
diff --git a/services/camera/src/config.py b/services/camera/src/config.py
new file mode 100644
index 0000000..5bbbafb
--- /dev/null
+++ b/services/camera/src/config.py
@@ -0,0 +1,11 @@
+import os
+
+def get_config():
+    config = {
+        'camera': os.getenv("CAMERA", "false").lower() == "true",
+        'animal_name': os.getenv("ANIMAL_NAME", "tiger"),
+        'appearance_rate': max(1, int(os.getenv("APPEARANCE_RATE", 600))),
+        'host_ip': os.getenv("MDHOST", "localhost"),
+        'port': int(os.getenv("MDPORT", 9998))
+    }
+    return config
diff --git a/services/camera/src/logger.py b/services/camera/src/logger.py
new file mode 100644
index 0000000..0791e3d
--- /dev/null
+++ b/services/camera/src/logger.py
@@ -0,0 +1,19 @@
+import logging
+import os
+
+def setup_logger():
+    # Get the log file path from the environment variable, defaulting to "output/camera.log" if not set
+    log_file = os.getenv("LOG_FILE", "output/camera.log")
+
+    # Create the log directory if it doesn't exist
+    os.makedirs(os.path.dirname(log_file), exist_ok=True)
+
+    logging.basicConfig(
+        format='%(asctime)s - %(levelname)s - %(message)s',
+        level=logging.INFO,
+        handlers=[
+            logging.StreamHandler(),  # Log to console
+            logging.FileHandler(log_file)  # Log to file defined by the environment variable
+        ]
+    )
+    return logging.getLogger()
diff --git a/services/camera/src/network.py b/services/camera/src/network.py
new file mode 100644
index 0000000..576df37
--- /dev/null
+++ b/services/camera/src/network.py
@@ -0,0 +1,27 @@
+import socket
+import pickle
+import struct
+import time
+import logging
+
+def connect_to_server(host_ip, port, max_retries=5):
+    client_socket = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
+    for retry in range(max_retries):
+        try:
+            logging.info(f"Attempting to connect to {host_ip}:{port}")
+            client_socket.connect((host_ip, port))
+            logging.info(f"Connected to {host_ip}:{port}")
+            return client_socket
+        except Exception as e:
+            if retry == max_retries - 1:
+                logging.error(f"Failed to connect to motion detector: {e}")
+                return None
+            wait_time = 2 ** retry
+            logging.warning(f"Connection failed. Retrying in {wait_time} seconds...")
+            time.sleep(wait_time)
+    return None
+
+def send_frame_to_server(client_socket, frame_data):
+    serialized_data = pickle.dumps(frame_data)
+    message = struct.pack("Q", len(serialized_data)) + serialized_data
+    client_socket.sendall(message)
diff --git a/camera/tracerprovider.py b/services/camera/src/tracerprovider.py
similarity index 84%
rename from camera/tracerprovider.py
rename to services/camera/src/tracerprovider.py
index de011f5..784a8a4 100644
--- a/camera/tracerprovider.py
+++ b/services/camera/src/tracerprovider.py
@@ -1,3 +1,4 @@
+import os
 import random
 
 from opentelemetry import trace, metrics
@@ -9,12 +10,13 @@ from opentelemetry.exporter.otlp.proto.grpc.trace_exporter import OTLPSpanExport
 from opentelemetry.sdk.metrics import MeterProvider
 from opentelemetry.exporter.otlp.proto.grpc.metric_exporter import OTLPMetricExporter
 file_name = "Camera "
-try:
-    with open('/app/index.txt', 'r') as file:
-        index_value = int(file.read().strip())
-except (FileNotFoundError, ValueError) as e:
-    print(f"Error reading index.txt: {e}")
-    index_value = random.randint(1, 10)
+# try:
+#     with open('../index.txt', 'r') as file:
+#         index_value = int(file.read().strip())
+# except (FileNotFoundError, ValueError) as e:
+#     print(f"Error reading index.txt: {e}")
+#    index_value = random.randint(1, 10)
+index_value = os.environ.get("INDEX", str(random.randint(1, 10)))
 # Generate a random integer
 resource=Resource.create({SERVICE_NAME: f"{file_name}{index_value}"})
 # Set up the tracer provider for tracing
diff --git a/services/camera/src/utils.py b/services/camera/src/utils.py
new file mode 100644
index 0000000..2d07d61
--- /dev/null
+++ b/services/camera/src/utils.py
@@ -0,0 +1,12 @@
+import random
+import logging
+
+def generate_random_intervals(events_per_hour):
+    total_time = 3600  # seconds in an hour
+    avg_interval = total_time / events_per_hour
+    random_factors = [random.uniform(0.5, 1.5) for _ in range(events_per_hour)]
+    total_factor = sum(random_factors)
+    normalized_intervals = [avg_interval * (factor / total_factor) for factor in random_factors]
+    result = [round(interval, 2) for interval in normalized_intervals]
+    logging.info(f"Generated intervals: {result}")
+    return result
\ No newline at end of file
diff --git a/services/camera/src/video.py b/services/camera/src/video.py
new file mode 100644
index 0000000..6921424
--- /dev/null
+++ b/services/camera/src/video.py
@@ -0,0 +1,21 @@
+import cv2
+import logging
+
+def load_video(animal_name):
+    video_map = {
+        'bear': ('footage/bear/no_bear.mp4', 'footage/bear/with_bear.mp4'),
+        'tiger': ('footage/tiger/no_tiger.mp4', 'footage/tiger/with_tiger.mp4'),
+        'wolf': ('footage/wolf/no_wolf.mp4', 'footage/wolf/with_wolf.mp4')
+    }
+    if animal_name not in video_map:
+        logging.error(f"No video available for {animal_name}")
+        return None, None
+    return video_map[animal_name]
+
+def capture_frame(video_path):
+    vid = cv2.VideoCapture(video_path)
+    ret, frame = vid.read()
+    if not ret:
+        logging.warning(f"Frame read failed for {video_path}")
+        return None
+    return frame
diff --git a/object_recognizer/Dockerfile b/services/motion_detector/Dockerfile
similarity index 65%
rename from object_recognizer/Dockerfile
rename to services/motion_detector/Dockerfile
index 65c2ff2..4f19877 100644
--- a/object_recognizer/Dockerfile
+++ b/services/motion_detector/Dockerfile
@@ -1,7 +1,7 @@
 # Dockerfile for server microservice
 
 # Use the official Python image as base
-FROM --platform=linux/amd64 python:3.8-slim as build
+FROM --platform=linux/arm64 python:3.8-slim as build
 
 # Set the working directory inside the container
 WORKDIR /app
@@ -9,13 +9,17 @@ WORKDIR /app
 # Copy the server code into the container
 COPY . .
 
-
 # Install required Python packages
-RUN ls
 RUN pip install -r requirements.txt
 
+# Set environment variables
+ENV OR_HOST_IP=localhost
+ENV OR_PORT=9999
+ENV LOG_LEVEL=INFO
+ENV TZ=UTC
+
 # Expose the port used by the server (if needed)
 # EXPOSE <port_number>
 
 # Command to run the server code
-CMD ["python", "object_recognizer.py"]
+CMD ["python", "src/motion_detection.py"]
diff --git a/services/motion_detector/__init__.py b/services/motion_detector/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/motion_detector/requirements.txt b/services/motion_detector/requirements.txt
similarity index 100%
rename from motion_detector/requirements.txt
rename to services/motion_detector/requirements.txt
diff --git a/services/motion_detector/src/__init__.py b/services/motion_detector/src/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/motion_detector/motion_detection.py b/services/motion_detector/src/motion_detection.py
similarity index 61%
rename from motion_detector/motion_detection.py
rename to services/motion_detector/src/motion_detection.py
index c8d43c7..667d52a 100644
--- a/motion_detector/motion_detection.py
+++ b/services/motion_detector/src/motion_detection.py
@@ -1,4 +1,5 @@
-import argparse
+# Add logging for key events and metrics
+import os
 import datetime
 import socket
 import cv2
@@ -8,21 +9,34 @@ import time
 import threading
 import queue
 import psutil
-import pyshine as ps
 import imutils
+import logging  # Import the logging module
 from tracerprovider import tracer, meter
 
+# Configure logging
+logging.basicConfig(
+    format='%(asctime)s - %(levelname)s - %(message)s',
+    level=logging.INFO,  # You can change this to DEBUG, ERROR, etc.
+    handlers=[
+        logging.StreamHandler(),  # Log to console
+        logging.FileHandler("output/motion_detector.log")  # Log to a file
+    ]
+)
+
 
 def get_cpu_usage():
-    return psutil.cpu_percent(interval=1)
+    usage = psutil.cpu_percent(interval=1)
+    logging.debug(f"CPU usage retrieved: {usage}%")
+    return usage
 
 
 def receive_frames(client_socket, frame_queue):
+    logging.info("Starting frame reception thread.")
     data = b""
     payload_size = struct.calcsize("Q")
     c2e_transmission_time = meter.create_gauge(
         name="c2e_transmission_time",
-        description="transmission time of one frame frm camera to md",
+        description="transmission time of one frame from camera to motion detection",
         unit="s"
     )
     while True:
@@ -30,32 +44,40 @@ def receive_frames(client_socket, frame_queue):
             while len(data) < payload_size:
                 packet = client_socket.recv(4 * 1024)  # 4K
                 if not packet:
+                    logging.warning("Client disconnected or no data received.")
                     return
                 data += packet
             packed_msg_size = data[:payload_size]
             data = data[payload_size:]
             msg_size = struct.unpack("Q", packed_msg_size)[0]
+            logging.debug(f"Expected frame size: {msg_size} bytes.")
+
             while len(data) < msg_size:
                 data += client_socket.recv(4 * 1024)
             frame_data = data[:msg_size]
             data = data[msg_size:]
+
             transmission_time = datetime.datetime.now() - datetime.datetime.strptime(
                 pickle.loads(frame_data)['capture_time'],
                 "%Y-%m-%d %H:%M:%S")
             transmission_time_in_seconds = transmission_time.total_seconds()
             c2e_transmission_time.set(transmission_time_in_seconds)
+            logging.info(f"Frame received with transmission time: {transmission_time_in_seconds} seconds.")
+
             frame_queue.put(pickle.loads(frame_data))
         except Exception as e:
-            print(f"Error receiving frame: {e}")
+            logging.error(f"Error receiving frame: {e}")
             return
 
+
 def process_frames(addr, frame_queue, or_host_ip, or_port):
+    logging.info(f"Starting frame processing thread for client: {addr}.")
     firstFrame = None
     fps_start_time = time.time()
     fps_frame_count = 0
     detected = False
-    orclient_socket = None
 
+    orclient_socket = None
     fps_histo = meter.create_histogram(
         name="md_fps_histo",
         description="Frames per second",
@@ -68,38 +90,43 @@ def process_frames(addr, frame_queue, or_host_ip, or_port):
     )
     processing_time = meter.create_gauge(
         name="md_processing_time",
-        description="processing time of one frame",
+        description="Processing time of one frame",
         unit="s"
     )
     md_detected_motion = meter.create_gauge(
         name="md_detected_motion",
-        description="detected motions 1 or 0",
+        description="Detected motions 1 or 0",
     )
-    fps_start_time=time.time()
+    fps_start_time = time.time()
     while True:
-        if frame_queue.empty():
+        try:
+            # Wait for an item in the queue with a timeout
+            recieveddata = frame_queue.get(timeout=1)  # Waits for 1 second
+            logging.debug("Frame dequeued for processing.")
+        except queue.Empty:
+            logging.info(f"Queue is empty for {addr}, waiting for frames...")
             continue
 
-        recieveddata = frame_queue.get()
         frame = recieveddata['frame']
+        logging.debug("Frame loaded for processing.")
         text = f"CLIENT: {addr}"
-        frame = ps.putBText(frame, text, 10, 10, vspace=10, hspace=1, font_scale=0.7,
-                            background_RGB=(255, 0, 0), text_RGB=(255, 250, 250))
 
         gray = cv2.cvtColor(frame, cv2.COLOR_BGR2GRAY)
         gray = cv2.GaussianBlur(gray, (21, 21), 0)
+        logging.debug("Frame converted to grayscale and blurred.")
 
         if firstFrame is None:
             firstFrame = gray
+            logging.info("Initialized reference frame for motion detection.")
             continue
 
-        starting_processsing_time = time.time()
+        starting_processing_time = time.time()
         fps_frame_count += 1
         elapsed_time = time.time() - fps_start_time
         if elapsed_time >= 10.0:
             fps = round(fps_frame_count / elapsed_time, 2)
             fps_count.set(fps)
-            print("FPS:", fps)
+            logging.info(f"FPS: {fps}")
             fps_frame_count = 0
             fps_start_time = time.time()
 
@@ -114,18 +141,16 @@ def process_frames(addr, frame_queue, or_host_ip, or_port):
         detected = False
         for c in cnts:
             if cv2.contourArea(c) < 10000:
-                #if detected:
-                  #  orclient_socket.close()
-                  #  detected = False
                 continue
-            detected=True
+            detected = True
             detected_cnt += 1
+            logging.debug(f"Motion detected. Contour area: {cv2.contourArea(c)}.")
 
             (x, y, w, h) = cv2.boundingRect(c)
             cv2.rectangle(frame, (x, y), (x + w, y + h), (0, 255, 0), 2)
             text = "md: motion detected"
-        if  detected:
-            print("Motion detected")
+        if detected:
+            logging.info("Motion detected, preparing to send frame to Object Recognizer.")
             md_detected_motion.set(1)
             orclient_socket = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
             orclient_socket.connect((or_host_ip, or_port))
@@ -138,42 +163,43 @@ def process_frames(addr, frame_queue, or_host_ip, or_port):
                 try:
                     a = pickle.dumps(ordata)
                     message = struct.pack("Q", len(a)) + a
-                    print("Sending frame to object_recognizer")
+                    logging.info(f"Packet size: {len(message)} bytes.")  # Log the size of the packet
                     orclient_socket.sendall(message)
+                    logging.info("Frame successfully sent to Object Recognizer.")
                     break
-                except :
-                    print("Sending frame to object_recognizer failed")
+                except Exception as e:
+                    logging.error(f"Sending frame to Object Recognizer failed: {e}")
                     time.sleep(1)
                     continue
             orclient_socket.close()
 
-        else :
-            print("No motion detected")
         md_detected_motion.set(0)
-        processing_time.set(time.time() - starting_processsing_time)
+        processing_time.set(time.time() - starting_processing_time)
+        logging.debug("Processing time logged for frame.")
+
 
+def main():
+    # Retrieve environment variables instead of command-line arguments
+    or_host_ip = os.getenv('OR_HOST', 'localhost')  # Default to 'localhost'
+    or_port = int(os.getenv('OR_PORT', 9999))  # Default to 9999
 
-def main(or_host_ip=None, or_port=None):
     server_socket = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
     host_name = socket.gethostname()
-    host_ip =socket.gethostbyname(host_name)
-    print('HOST IP:', host_ip)
+    host_ip = socket.gethostbyname(host_name)
+    logging.info(f'HOST IP: {host_ip}')
     port = 9998
     socket_address = (host_ip, port)
     server_socket.bind(socket_address)
     server_socket.listen()
-    print("Listening at", socket_address)
+    logging.info(f"Listening at {socket_address}")
 
     while True:
         client_socket, addr = server_socket.accept()
+        logging.info(f"Accepted connection from {addr}.")
         frame_queue = queue.Queue()
         threading.Thread(target=receive_frames, args=(client_socket, frame_queue)).start()
         threading.Thread(target=process_frames, args=(addr, frame_queue, or_host_ip, or_port)).start()
 
 
 if __name__ == "__main__":
-    parser = argparse.ArgumentParser(description="Motion detector")
-    parser.add_argument("--host", type=str, default="object_recognizer", help="Object Recognizer IP address")
-    parser.add_argument("--port", type=int, default=9999, help="Object Recognizer port number")
-    args = parser.parse_args()
-    main(or_host_ip=args.host, or_port=args.port)
+    main()
diff --git a/motion_detector/tracerprovider.py b/services/motion_detector/src/tracerprovider.py
similarity index 84%
rename from motion_detector/tracerprovider.py
rename to services/motion_detector/src/tracerprovider.py
index 095d95d..68cb24d 100644
--- a/motion_detector/tracerprovider.py
+++ b/services/motion_detector/src/tracerprovider.py
@@ -1,3 +1,4 @@
+import os
 import random
 
 from opentelemetry import trace, metrics
@@ -10,12 +11,13 @@ from opentelemetry.sdk.metrics import MeterProvider
 from opentelemetry.exporter.otlp.proto.grpc.metric_exporter import OTLPMetricExporter
 # Extract the file name without extension
 file_name = "Motion Detector "
-try:
-    with open('/app/index.txt', 'r') as file:
-        index_value = int(file.read().strip())
-except (FileNotFoundError, ValueError) as e:
-    print(f"Error reading index.txt: {e}")
-    index_value = random.randint(1, 10)
+# try:
+#     with open('../index.txt', 'r') as file:
+#         index_value = int(file.read().strip())
+# except (FileNotFoundError, ValueError) as e:
+#     print(f"Error reading index.txt: {e}")
+#    index_value = random.randint(1, 10)
+index_value = os.environ.get("INDEX", str(random.randint(1, 10)))
 resource=Resource.create({SERVICE_NAME: f"{file_name}{index_value}"})
 # Set up the tracer provider for tracing
 trace.set_tracer_provider(
diff --git a/motion_detector/Dockerfile b/services/object_recognizer/Dockerfile
similarity index 56%
rename from motion_detector/Dockerfile
rename to services/object_recognizer/Dockerfile
index 4f17978..62fd939 100644
--- a/motion_detector/Dockerfile
+++ b/services/object_recognizer/Dockerfile
@@ -1,7 +1,5 @@
-# Dockerfile for server microservice
-
 # Use the official Python image as base
-FROM --platform=linux/amd64 python:3.8-slim as build
+FROM --platform=linux/arm64 python:3.8-slim as build
 
 # Set the working directory inside the container
 WORKDIR /app
@@ -12,8 +10,8 @@ COPY . .
 # Install required Python packages
 RUN pip install -r requirements.txt
 
-# Expose the port used by the server (if needed)
-# EXPOSE <port_number>
+# Expose port 5000
+EXPOSE 5000
 
 # Command to run the server code
-CMD ["python", "motion_detection.py"]
+CMD ["python", "src/object_recognizer.py"]
diff --git a/services/object_recognizer/__init__.py b/services/object_recognizer/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/services/object_recognizer/output/res.jpg b/services/object_recognizer/output/res.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..d063447abd224208d2d26a0af9ac62951ba85cd2
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diff --git a/object_recognizer/requirements.txt b/services/object_recognizer/requirements.txt
similarity index 93%
rename from object_recognizer/requirements.txt
rename to services/object_recognizer/requirements.txt
index 94a7282..2628b99 100644
--- a/object_recognizer/requirements.txt
+++ b/services/object_recognizer/requirements.txt
@@ -6,4 +6,5 @@ opentelemetry-sdk
 opentelemetry-exporter-jaeger
 opentelemetry-exporter-otlp
 opentelemetry-exporter-otlp-proto-grpc
-docker
\ No newline at end of file
+docker
+flask
\ No newline at end of file
diff --git a/services/object_recognizer/src/__init__.py b/services/object_recognizer/src/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/services/object_recognizer/src/model/model.py b/services/object_recognizer/src/model/model.py
new file mode 100644
index 0000000..c909a70
--- /dev/null
+++ b/services/object_recognizer/src/model/model.py
@@ -0,0 +1,88 @@
+import logging
+import  cv2
+import numpy as np
+import os
+def get_output_layers(net):
+    layer_names = net.getLayerNames()
+    try:
+        output_layers = [layer_names[i - 1] for i in net.getUnconnectedOutLayers()]
+    except Exception as e:
+        logging.error(f"Error getting output layers: {e}")
+        output_layers = [layer_names[i[0] - 1] for i in net.getUnconnectedOutLayers()]
+    return output_layers
+
+def draw_prediction(img, class_id, confidence, x, y, x_plus_w, y_plus_h, classes, COLORS):
+    try:
+        label = str(classes[class_id])
+        logging.info(f"{label} detected with confidence {confidence:.2f}")
+        color = COLORS[class_id]
+        cv2.rectangle(img, (x, y), (x_plus_w, y_plus_h), color, 2)
+        cv2.putText(img, label, (x - 10, y - 10), cv2.FONT_HERSHEY_SIMPLEX, 0.5, color, 2)
+        framename = "output/res.jpg"
+        cv2.imwrite(framename, img)
+        logging.info(f"Frame saved with detection: {framename}")
+    except Exception as e:
+        logging.error(f"An error occurred while drawing prediction: {e}")
+
+
+def recognize(image):
+    Width = image.shape[1]
+    Height = image.shape[0]
+    scale = 0.00392
+
+    classes = None
+    # Define the base path for the yolov3 files
+    base_path = "src/model/yolov3"
+
+    # Use os.path.join to build the paths
+    yolov3_txt_path = os.path.join(base_path, "yolov3.txt")
+    yolov3_weights_path = os.path.join(base_path, "yolov3.weights")
+    yolov3_cfg_path = os.path.join(base_path, "yolov3.cfg")
+
+    # Load the class names and network configuration
+    with open(yolov3_txt_path, 'r') as f:
+        classes = [line.strip() for line in f.readlines()]
+
+    COLORS = np.random.uniform(0, 255, size=(len(classes), 3))
+
+    COLORS = np.random.uniform(0, 255, size=(len(classes), 3))
+    net = cv2.dnn.readNet(yolov3_weights_path, yolov3_cfg_path)
+    blob = cv2.dnn.blobFromImage(image, scale, (416, 416), (0, 0, 0), True, crop=False)
+    net.setInput(blob)
+    outs = net.forward(get_output_layers(net))
+
+    class_ids = []
+    confidences = []
+    boxes = []
+    conf_threshold = 0.5
+    nms_threshold = 0.4
+
+    for out in outs:
+        for detection in out:
+            scores = detection[5:]
+            class_id = np.argmax(scores)
+            confidence = scores[class_id]
+            if confidence > 0.5:
+                center_x = int(detection[0] * Width)
+                center_y = int(detection[1] * Height)
+                w = int(detection[2] * Width)
+                h = int(detection[3] * Height)
+                x = center_x - w / 2
+                y = center_y - h / 2
+                class_ids.append(class_id)
+                confidences.append(float(confidence))
+                boxes.append([x, y, w, h])
+
+    indices = cv2.dnn.NMSBoxes(boxes, confidences, conf_threshold, nms_threshold)
+    for i in indices:
+        try:
+            box = boxes[i]
+        except:
+            i = i[0]
+            box = boxes[i]
+        x = box[0]
+        y = box[1]
+        w = box[2]
+        h = box[3]
+        draw_prediction(image, class_ids[i], confidences[i], round(x), round(y), round(x + w), round(y + h), classes,
+                        COLORS)
diff --git a/object_recognizer/yolov3.cfg b/services/object_recognizer/src/model/yolov3/yolov3.cfg
similarity index 100%
rename from object_recognizer/yolov3.cfg
rename to services/object_recognizer/src/model/yolov3/yolov3.cfg
diff --git a/object_recognizer/yolov3.txt b/services/object_recognizer/src/model/yolov3/yolov3.txt
similarity index 100%
rename from object_recognizer/yolov3.txt
rename to services/object_recognizer/src/model/yolov3/yolov3.txt
diff --git a/object_recognizer/yolov3.weights b/services/object_recognizer/src/model/yolov3/yolov3.weights
similarity index 100%
rename from object_recognizer/yolov3.weights
rename to services/object_recognizer/src/model/yolov3/yolov3.weights
diff --git a/object_recognizer/yolov8n.pt b/services/object_recognizer/src/model/yolov3/yolov8n.pt
similarity index 100%
rename from object_recognizer/yolov8n.pt
rename to services/object_recognizer/src/model/yolov3/yolov8n.pt
diff --git a/services/object_recognizer/src/object_recognizer.py b/services/object_recognizer/src/object_recognizer.py
new file mode 100644
index 0000000..c906ddf
--- /dev/null
+++ b/services/object_recognizer/src/object_recognizer.py
@@ -0,0 +1,199 @@
+import datetime
+import socket
+import time
+import threading
+import queue
+import pickle
+import struct
+import cv2
+import numpy as np
+import logging
+
+from model.model import recognize
+from webserver import run_flask
+from tracerprovider import tracer, meter
+
+# Configure logging
+logging.basicConfig(
+    format='%(asctime)s - %(levelname)s - %(message)s',
+    level=logging.INFO,  # Change to DEBUG for more detailed logs
+    handlers=[
+        logging.StreamHandler(),  # Log to console
+        logging.FileHandler("output/object_recognizer.log")  # Log to a file
+    ]
+)
+
+
+# Function to detect objects in a frame
+def get_output_layers(net):
+    layer_names = net.getLayerNames()
+    try:
+        output_layers = [layer_names[i - 1] for i in net.getUnconnectedOutLayers()]
+    except Exception as e:
+        logging.error(f"Error getting output layers: {e}")
+        output_layers = [layer_names[i[0] - 1] for i in net.getUnconnectedOutLayers()]
+    return output_layers
+
+
+def draw_prediction(img, class_id, confidence, x, y, x_plus_w, y_plus_h, classes, COLORS):
+    try:
+        label = str(classes[class_id])
+        logging.info(f"{label} detected with confidence {confidence:.2f}")
+        color = COLORS[class_id]
+        cv2.rectangle(img, (x, y), (x_plus_w, y_plus_h), color, 2)
+        cv2.putText(img, label, (x - 10, y - 10), cv2.FONT_HERSHEY_SIMPLEX, 0.5, color, 2)
+        framename = "output/res.jpg"
+        cv2.imwrite(framename, img)
+        logging.info(f"Frame saved with detection: {framename}")
+    except Exception as e:
+        logging.error(f"An error occurred while drawing prediction: {e}")
+
+
+def process_frame(mddata):
+    recognize(mddata['frame'])
+    # frame = mddata['frame']
+    # Width = frame.shape[1]
+    # Height = frame.shape[0]
+    # scale = 0.00392
+    #
+    # classes = None
+    # with open("src/yolov3.txt", 'r') as f:
+    #     classes = [line.strip() for line in f.readlines()]
+    #
+    # COLORS = np.random.uniform(0, 255, size=(len(classes), 3))
+    # net = cv2.dnn.readNet("src/yolov3.weights", "src/yolov3.cfg")
+    # blob = cv2.dnn.blobFromImage(frame, scale, (416, 416), (0, 0, 0), True, crop=False)
+    # net.setInput(blob)
+    # outs = net.forward(get_output_layers(net))
+    #
+    # class_ids = []
+    # confidences = []
+    # boxes = []
+    # conf_threshold = 0.5
+    # nms_threshold = 0.4
+    #
+    # for out in outs:
+    #     for detection in out:
+    #         scores = detection[5:]
+    #         class_id = np.argmax(scores)
+    #         confidence = scores[class_id]
+    #         if confidence > 0.5:
+    #             center_x = int(detection[0] * Width)
+    #             center_y = int(detection[1] * Height)
+    #             w = int(detection[2] * Width)
+    #             h = int(detection[3] * Height)
+    #             x = center_x - w / 2
+    #             y = center_y - h / 2
+    #             class_ids.append(class_id)
+    #             confidences.append(float(confidence))
+    #             boxes.append([x, y, w, h])
+    #
+    # indices = cv2.dnn.NMSBoxes(boxes, confidences, conf_threshold, nms_threshold)
+    # for i in indices:
+    #     try:
+    #         box = boxes[i]
+    #     except:
+    #         i = i[0]
+    #         box = boxes[i]
+    #     x = box[0]
+    #     y = box[1]
+    #     w = box[2]
+    #     h = box[3]
+    #     draw_prediction(frame, class_ids[i], confidences[i], round(x), round(y), round(x + w), round(y + h), classes,
+    #                     COLORS)
+
+def receive_frames(client_socket, frame_queue):
+    data = b""
+    payload_size = struct.calcsize("Q")
+
+    while True:
+        try:
+            while len(data) < payload_size:
+                packet = client_socket.recv(4 * 1024)  # 4KB
+                if not packet:
+                    logging.warning("No more packets received, closing connection.")
+                    return
+                data += packet
+
+            packed_msg_size = data[:payload_size]
+            data = data[payload_size:]
+            msg_size = struct.unpack("Q", packed_msg_size)[0]
+            while len(data) < msg_size:
+                data += client_socket.recv(4 * 1024)
+
+            frame_data = data[:msg_size]
+            data = data[msg_size:]
+            mddata = pickle.loads(frame_data)
+            frame_queue.put(mddata)
+
+            len_q_gauge.set(frame_queue.qsize())
+            transmission_time = datetime.datetime.now() - datetime.datetime.strptime(mddata['sentfromedgetime'],
+                                                                                     "%Y-%m-%d %H:%M:%S")
+            transmission_time_in_seconds = transmission_time.total_seconds()
+            md_e2c_transmission_time.set(transmission_time_in_seconds)
+            logging.info(f"Frame received. Transmission time: {transmission_time_in_seconds:.2f} seconds")
+
+        except Exception as e:
+            logging.error(f"Error receiving frame: {e}")
+            return
+
+
+def handle_client(frame_queue):
+    while True:
+        try:
+            mddata = frame_queue.get(timeout=1)  # Waits for 1 second
+            logging.debug(f"Processing frame from queue. Queue size: {frame_queue.qsize()}")
+            len_q_gauge.set(frame_queue.qsize())
+
+            starting_processing_time = datetime.datetime.now()
+            process_frame(mddata)
+
+            processing_duration = (datetime.datetime.now() - starting_processing_time).total_seconds()
+            processing_time.set(processing_duration)
+            logging.info(f"Frame processed. Processing time: {processing_duration:.2f} seconds")
+
+            response_time_duration = (datetime.datetime.now() - datetime.datetime.strptime(mddata['capture_time'],
+                                                                                           "%Y-%m-%d %H:%M:%S")).total_seconds()
+            response_time.set(response_time_duration)
+            logging.info(f"Response time for frame: {response_time_duration:.2f} seconds")
+
+        except queue.Empty:
+            logging.debug("Frame queue is empty, waiting for new frames...")
+        except Exception as e:
+            logging.error(f"Error processing frame: {e}")
+
+
+# Setup server socket
+server_socket = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
+host_name = socket.gethostname()
+host_ip = socket.gethostbyname(host_name)
+socket_address = (host_ip, 9999)
+server_socket.bind(socket_address)
+server_socket.listen()
+logging.info(f"Server started, listening at {socket_address}")
+
+flask_thread = threading.Thread(target=run_flask)
+flask_thread.daemon = True
+flask_thread.start()
+
+len_q_gauge = meter.create_gauge(name="or_len_q", description="Queue length in object recognizer", unit="f")
+processing_time = meter.create_gauge(name="or_processing_time", description="Processing time of one frame", unit="s")
+md_e2c_transmission_time = meter.create_gauge(name="md_e2c_transmission_time",
+                                              description="Transmission time from edge to cloud", unit="s")
+response_time = meter.create_gauge(name="response_time", description="Response time for frames", unit="s")
+
+client_threads = []
+frame_queue = queue.Queue()
+
+process_thread = threading.Thread(target=handle_client, args=(frame_queue,))
+process_thread.start()
+
+while True:
+    try:
+        client_socket, addr = server_socket.accept()
+        logging.info(f"New client connected: {addr}")
+        threading.Thread(target=receive_frames, args=(client_socket, frame_queue)).start()
+    except Exception as e:
+        logging.error(f"Error in server loop: {e}")
+
+server_socket.close()
diff --git a/object_recognizer/tracerprovider.py b/services/object_recognizer/src/tracerprovider.py
similarity index 81%
rename from object_recognizer/tracerprovider.py
rename to services/object_recognizer/src/tracerprovider.py
index 486c58f..011ef6f 100644
--- a/object_recognizer/tracerprovider.py
+++ b/services/object_recognizer/src/tracerprovider.py
@@ -1,3 +1,4 @@
+import os
 import random
 
 from opentelemetry import trace, metrics
@@ -10,9 +11,14 @@ from opentelemetry.sdk.metrics import MeterProvider
 from opentelemetry.exporter.otlp.proto.grpc.metric_exporter import OTLPMetricExporter
 file_name = "Object Recognizer "
 
-# Generate a random integer
-random_int =""# random.randint(1, 10)
-resource=Resource.create({SERVICE_NAME: f"{file_name}{random_int}"})
+# try:
+#     with open('../index.txt', 'r') as file:
+#         index_value = int(file.read().strip())
+# except (FileNotFoundError, ValueError) as e:
+#     print(f"Error reading index.txt: {e}")
+#    index_value = random.randint(1, 10)
+index_value = os.environ.get("INDEX", str(random.randint(1, 10)))
+resource=Resource.create({SERVICE_NAME: f"{file_name}{index_value}"})
 # Set up the tracer provider for tracing
 trace.set_tracer_provider(
     TracerProvider(
diff --git a/services/object_recognizer/src/webserver.py b/services/object_recognizer/src/webserver.py
new file mode 100644
index 0000000..37a550c
--- /dev/null
+++ b/services/object_recognizer/src/webserver.py
@@ -0,0 +1,30 @@
+from flask import Flask, send_file
+import threading
+import os
+import time
+
+# Flask application setup
+app = Flask(__name__)
+IMAGE_PATH = "/app/output/res.jpg"
+
+# Disable browser caching by adding cache headers
+@app.after_request
+def add_no_cache_headers(response):
+    response.cache_control.no_store = True
+    return response
+
+@app.route("/")
+def home():
+    return "<h1>Object Recognizer</h1><p>Go to <a href='/image'>/image</a> to see the latest detection.</p>"
+
+@app.route("/image")
+def serve_image():
+    if os.path.exists(IMAGE_PATH):
+        return send_file(IMAGE_PATH, mimetype='image/jpeg')
+    else:
+        return "<h1>No image available</h1>", 404
+
+
+# Flask server runner
+def run_flask():
+    app.run(host="0.0.0.0", port=5000, debug=False, threaded=True)
\ No newline at end of file
diff --git a/usecase.png b/usecase.png
deleted file mode 100644
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