diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..906d922
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,14 @@
+FROM registry.kmlabz.com/birbnetes/ai-base-image
+
+RUN apt update && apt install -y libsndfile1-dev libsndfile1 && apt clean
+
+ENV PIP_NO_CACHE_DIR=true
+ENV TZ Europe/Budapest
+RUN ln -snf /usr/share/zoneinfo/$TZ /etc/localtime && echo $TZ > /etc/timezone
+
+ADD cnn_classification_service requirements.txt /cnn_classification_service/
+WORKDIR /cnn_classification_service/
+
+RUN pip3 install -r requirements.txt
+
+ENTRYPOINT ["python3", "main.py"]
\ No newline at end of file
diff --git a/cnn_classification_service/cnn_clasifier.py b/cnn_classification_service/cnn_classifier.py
similarity index 100%
rename from cnn_classification_service/cnn_clasifier.py
rename to cnn_classification_service/cnn_classifier.py
diff --git a/k8s/configmap.yaml b/k8s/configmap.yaml
new file mode 100644
index 0000000..7e0f199
--- /dev/null
+++ b/k8s/configmap.yaml
@@ -0,0 +1,13 @@
+apiVersion: v1
+kind: ConfigMap
+metadata:
+  name: cnn-classification-service
+  labels:
+    app: cnn-classification-service
+  namespace: birbnetes
+data:
+  SENTRY_DSN: https://6d243347cf9f4fc6a54759c3eb34e864@sentry.kmlabz.com/8
+  RELEASE_ID: luna-k8s
+  RELEASEMODE: release
+  PIKA_URL: amqp://user:1wZVQnP5vy@birb-rabbitmq:5672/
+  PIKA_EXCHANGE_NAME: "wave"
\ No newline at end of file
diff --git a/k8s/deployment.yaml b/k8s/deployment.yaml
new file mode 100644
index 0000000..83b3bf1
--- /dev/null
+++ b/k8s/deployment.yaml
@@ -0,0 +1,27 @@
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: cnn-classification-service
+  namespace: birbnetes
+  labels:
+    app: cnn-classification-service
+spec:
+  replicas: 1
+  selector:
+    matchLabels:
+      app: cnn-classification-service
+  strategy:
+    type: Recreate
+  template:
+    metadata:
+      labels:
+        app: cnn-classification-service
+    spec:
+      containers:
+      - image: registry.kmlabz.com/birbnetes/cnn-classification-service
+        name: cnn-classification-service
+        envFrom:
+          - configMapRef:
+              name: cnn-classification-service
+      imagePullSecrets:
+      - name: regcred
diff --git a/requirements.txt b/requirements.txt
index f544a55..2d4a88f 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -7,4 +7,6 @@ librosa
 keras
 numpy
 matplotlib
-keras_preprocessing
\ No newline at end of file
+keras_preprocessing
+tensorflow
+sndfile
\ No newline at end of file