diff --git a/dockerfile b/dockerfile
new file mode 100644
index 0000000..660085d
--- /dev/null
+++ b/dockerfile
@@ -0,0 +1,13 @@
+# syntax=docker/dockerfile:1
+
+FROM fnndsc/ubuntu-python3
+
+WORKDIR /app
+
+COPY requirements.txt requirements.txt
+RUN pip3 install -r requirements.txt
+
+COPY . .
+
+
+
diff --git a/requirements.txt b/requirements.txt
new file mode 100644
index 0000000..0f5d450
--- /dev/null
+++ b/requirements.txt
@@ -0,0 +1,11 @@
+pydicom>=1.3.0
+numpy>=1.17.2
+scikit_image>=0.15.0
+torch>=1.7.1
+torchvision
+scipy>=1.3.1
+SimpleITK==1.2.4
+#skimage
+fill_voids
+tqdm
+tensorflow==2.5.0
\ No newline at end of file