diff --git a/runner/docker-compose.yml b/runner/docker-compose.yml
new file mode 100644
index 00000000..c37f0387
--- /dev/null
+++ b/runner/docker-compose.yml
@@ -0,0 +1,12 @@
+version: '3.8'
+
+services:
+  pyro-engine:
+    build:
+      context: ..
+      dockerfile: ./runner/src/Dockerfile
+    command: python runner.py
+    volumes:
+      - ./data:/usr/src/app/data
+
+    restart: always
diff --git a/runner/src/Dockerfile b/runner/src/Dockerfile
new file mode 100644
index 00000000..f91bbb04
--- /dev/null
+++ b/runner/src/Dockerfile
@@ -0,0 +1,19 @@
+FROM pyro-engine
+
+# set work directory
+WORKDIR /usr/src/app
+
+# set environment variables
+ENV PYTHONDONTWRITEBYTECODE 1
+ENV PYTHONUNBUFFERED 1
+ENV PYTHONPATH "${PYTHONPATH}:/usr/src/app"
+ENV PATH /usr/local/bin:$PATH
+ENV LANG C.UTF-8
+
+# copy requirements file
+COPY runner/src/requirements.txt /usr/src/app/requirements.txt
+
+RUN pip install -r /usr/src/app/requirements.txt \
+    && rm -rf /root/.cache/pip
+
+COPY runner/src/runner.py /usr/src/app/runner.py 
diff --git a/runner/src/requirements.txt b/runner/src/requirements.txt
new file mode 100644
index 00000000..62ff3c18
--- /dev/null
+++ b/runner/src/requirements.txt
@@ -0,0 +1,8 @@
+onnx>=1.9.0
+onnxruntime
+pandas>=1.1.4
+PyYAML>=5.3.1
+tqdm>=4.41.0
+matplotlib>=3.2.2
+seaborn>=0.11.0
+ipython>=8.2.0
\ No newline at end of file
diff --git a/runner/src/runner.py b/runner/src/runner.py
new file mode 100644
index 00000000..c1539b59
--- /dev/null
+++ b/runner/src/runner.py
@@ -0,0 +1,67 @@
+# Copyright (C) 2020-2022, Pyronear.
+
+# This program is licensed under the Apache License version 2.
+# See LICENSE or go to <https://www.apache.org/licenses/LICENSE-2.0.txt> for full license details.
+
+
+from PIL import Image
+import requests
+from io import BytesIO
+from pyroengine.engine import PyronearEngine
+from dotenv import load_dotenv
+import os
+import time
+import json
+import logging
+
+logging.basicConfig(format='%(asctime)s | %(levelname)s: %(message)s', level=logging.INFO, force=True)
+
+
+def setup_engine():
+    with open('data/config_data.json') as json_file:
+        config_data = json.load(json_file)
+
+    # Loading config datas
+    detection_threshold = config_data['detection_threshold']
+    api_url = config_data['api_url']
+    save_evry_n_frame = config_data['save_evry_n_frame']
+    loop_time = config_data["loop_time"]
+    latitude = config_data['latitude']
+    longitude = config_data['longitude']
+    model_path = config_data['model_path']
+
+    # Loading pi zeros datas
+    with open('data/cameras_credentials.json') as json_file:
+        cameras_credentials = json.load(json_file)
+
+    engine = PyronearEngine(detection_threshold, api_url, cameras_credentials, save_evry_n_frame, latitude, longitude, model_path=model_path)
+
+    return engine, cameras_credentials, loop_time
+
+
+def capture(ip, CAM_USER, CAM_PWD):
+    url = f"http://{ip}/cgi-bin/api.cgi?cmd=Snap&channel=0&rs=wuuPhkmUCeI9WG7C\
+          &user={CAM_USER}&password={CAM_PWD}"
+
+    response = requests.get(url, verify=False, timeout=3)
+    return Image.open(BytesIO(response.content))
+
+
+load_dotenv("data/.env")
+
+CAM_USER = os.environ.get("CAM_USER")
+CAM_PWD = os.environ.get("CAM_PWD")
+
+engine, cameras_credentials, loop_time = setup_engine()
+
+while True:
+    for ip in cameras_credentials.keys():
+        try:
+            start_time = time.time()
+            img = capture(ip, CAM_USER, CAM_PWD)
+            pred = engine.predict(img, ip)
+
+            time.sleep(max(loop_time - time.time() + start_time, 0))
+        except:
+            logging.warning(f"Unable to get image from camera {ip}")
+