diff --git a/app/Dockerfile b/app/Dockerfile
index c4bc40b..4c82910 100644
--- a/app/Dockerfile
+++ b/app/Dockerfile
@@ -1,7 +1,13 @@
-FROM python:3.7
+FROM python:3.9
+
 EXPOSE 8501
+
 WORKDIR /app
+
 COPY requirements.txt ./requirements.txt
+
 RUN pip3 install -r requirements.txt
+
 COPY . .
+
 CMD streamlit run app.py
\ No newline at end of file
diff --git a/app/app.py b/app/app.py
index deca06c..db61554 100644
--- a/app/app.py
+++ b/app/app.py
@@ -3,7 +3,7 @@
 from PIL import Image
 from source import preprocess_input_image, batch_predict, conv_float_int, combine_image, load_trained_model, burn_area   
 import numpy as np
-from keras import backend as K
+from tensorflow.compat.v1.keras import backend as K
 from tensorflow.python.lib.io import file_io
 import boto3
 from keras.models import load_model
diff --git a/app/requirements.txt b/app/requirements.txt
index 53c13ab..c17f56a 100644
--- a/app/requirements.txt
+++ b/app/requirements.txt
@@ -1,6 +1,7 @@
-matplotlib==3.2.1
-numpy==1.18.4
-streamlit==0.59.0
-tensorflow==1.15.2
-Keras==2.0.0
-Pillow==7.1.2
+matplotlib==3.8.3
+numpy==1.26.4
+streamlit==1.31.1
+tensorflow==2.15.0.post1
+keras==2.15.0
+pillow==10.2.0
+boto3==1.34.49
\ No newline at end of file
diff --git a/app/source.py b/app/source.py
index 9a6fce8..1179b7f 100644
--- a/app/source.py
+++ b/app/source.py
@@ -1,7 +1,7 @@
 
 import numpy as np
 from tensorflow.keras.models import load_model
-from keras import backend as K
+from tensorflow.compat.v1.keras import backend as K
 from PIL import Image
 
 def add_image_magin(input_image, im_width=720, im_height=480, color=0):
diff --git a/docker-compose.yml b/docker-compose.yml
new file mode 100644
index 0000000..dbed1a4
--- /dev/null
+++ b/docker-compose.yml
@@ -0,0 +1,13 @@
+version: '3.8'
+
+name: wildfire
+
+services:
+  app:
+    build:
+      context: ./app
+      dockerfile: Dockerfile
+    ports:
+      - 8501:8501
+    volumes:
+      - ./app:/app
\ No newline at end of file