diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 4c00628e..1a3d6e4c 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -114,6 +114,10 @@ package-api-oci:
         IMAGE_FILE: Containerfile.cpu.buster
       - IMAGE_ARCH: cuda-ubuntu
         IMAGE_FILE: Containerfile.cuda.ubuntu
+      - IMAGE_ARCH: directml-buster
+        IMAGE_FILE: Containerfile.directml.buster
+      - IMAGE_ARCH: rocm-ubuntu
+        IMAGE_FILE: Containerfile.rocm.ubuntu
 
 package-gui-oci:
   extends:
diff --git a/api/Containerfile.directml.buster b/api/Containerfile.directml.buster
new file mode 100644
index 00000000..433653e6
--- /dev/null
+++ b/api/Containerfile.directml.buster
@@ -0,0 +1,29 @@
+FROM docker.io/python:3.10-buster
+
+WORKDIR /onnx-web/api
+
+RUN pip3 install virtualenv --upgrade
+
+RUN python3 -m venv onnx_env
+
+ENV PATH="/onnx-web/api/onnx_web/bin:$PATH"
+
+RUN pip3 install pip --upgrade
+
+RUN pip3 install torch torchvision --extra-index-url https://download.pytorch.org/whl/cpu --no-cache-dir --ignore-installed
+
+RUN pip3 install onnxruntime-directml --force-reinstall
+
+RUN pip3 install --extra-index-url https://aiinfra.pkgs.visualstudio.com/PublicPackages/_packaging/ORT-Nightly/pypi/simple/ ort-nightly-directml --force-reinstall
+
+COPY requirements.txt /onnx-web/api/requirements.txt
+
+RUN pip3 install -r requirements.txt --no-cache-dir
+
+COPY onnx_web/ /onnx-web/api/onnx_web/
+
+ENV ONNX_WEB_BUNDLE_PATH="/onnx-web/gui"
+
+COPY gui/ /onnx-web/gui/
+
+CMD [ "flask", "--app=onnx_web.serve", "run", "--host=0.0.0.0" ]
diff --git a/api/Containerfile.rocm.ubuntu b/api/Containerfile.rocm.ubuntu
new file mode 100644
index 00000000..9c13dc56
--- /dev/null
+++ b/api/Containerfile.rocm.ubuntu
@@ -0,0 +1,23 @@
+FROM docker.io/rocm/pytorch:rocm5.4_ubuntu20.04_py3.8_pytorch_1.12.1
+
+WORKDIR /onnx-web/api
+
+RUN pip3 install virtualenv --upgrade
+
+RUN python3 -m venv onnx_env
+
+ENV PATH="/onnx-web/api/onnx_web/bin:$PATH"
+
+RUN pip3 install pip --upgrade
+
+COPY requirements.txt /onnx-web/api/requirements.txt
+
+RUN pip3 install -r requirements.txt --no-cache-dir
+
+COPY onnx_web/ /onnx-web/api/onnx_web/
+
+ENV ONNX_WEB_BUNDLE_PATH="/onnx-web/gui"
+
+COPY gui/ /onnx-web/gui/
+
+CMD [ "flask", "--app=onnx_web.serve", "run", "--host=0.0.0.0" ]