diff --git a/docker/Dockerfile.arm64 b/docker/Dockerfile.arm64
new file mode 100644
index 000000000..7e7fce6c7
--- /dev/null
+++ b/docker/Dockerfile.arm64
@@ -0,0 +1,17 @@
+FROM frigate-base
+LABEL maintainer "blakeb@blakeshome.com"
+
+ENV DEBIAN_FRONTEND=noninteractive
+# Install packages for apt repo
+RUN apt-get -qq update \
+    && apt-get -qq install --no-install-recommends -y \
+        ffmpeg \
+        # runtime dependencies
+        libopenexr24 \
+        libgstreamer1.0-0 \
+        libgstreamer-plugins-base1.0-0 \
+        libopenblas-base \
+    ## Tensorflow lite
+    && pip3 install https://dl.google.com/coral/python/tflite_runtime-2.1.0.post1-cp38-cp38-linux_aarch64.whl \
+    && rm -rf /var/lib/apt/lists/* \
+    && (apt-get autoremove -y; apt-get autoclean -y)
\ No newline at end of file
diff --git a/docker/Dockerfile.rpi b/docker/Dockerfile.armv7hf
similarity index 100%
rename from docker/Dockerfile.rpi
rename to docker/Dockerfile.armv7hf
diff --git a/docker/Dockerfile.wheels b/docker/Dockerfile.wheels
index 6c667e855..15f244671 100644
--- a/docker/Dockerfile.wheels
+++ b/docker/Dockerfile.wheels
@@ -18,7 +18,7 @@ RUN apt-get -qq update \
     gcc gfortran libopenblas-dev liblapack-dev cython
 
 RUN wget -q https://bootstrap.pypa.io/get-pip.py -O get-pip.py \
-    && python3 get-pip.py wheel==0.34.2
+    && python3 get-pip.py
 
 RUN pip3 install scikit-build
 
diff --git a/docker/Dockerfile.wheels.arm64 b/docker/Dockerfile.wheels.arm64
new file mode 100644
index 000000000..006f569cf
--- /dev/null
+++ b/docker/Dockerfile.wheels.arm64
@@ -0,0 +1,49 @@
+FROM ubuntu:20.04 as build
+
+ENV DEBIAN_FRONTEND=noninteractive
+
+RUN apt-get -qq update \
+    && apt-get -qq install -y \
+    python3 \
+    python3-dev \
+    wget \
+    # opencv dependencies
+    build-essential cmake git pkg-config libgtk-3-dev \
+    libavcodec-dev libavformat-dev libswscale-dev libv4l-dev \
+    libxvidcore-dev libx264-dev libjpeg-dev libpng-dev libtiff-dev \
+    gfortran openexr libatlas-base-dev libssl-dev\
+    libtbb2 libtbb-dev libdc1394-22-dev libopenexr-dev \
+    libgstreamer-plugins-base1.0-dev libgstreamer1.0-dev \
+    # scipy dependencies
+    gcc gfortran libopenblas-dev liblapack-dev cython
+
+RUN wget -q https://bootstrap.pypa.io/get-pip.py -O get-pip.py \
+    && python3 get-pip.py
+
+# need to build cmake from source because binary distribution is broken for arm64
+# https://github.com/scikit-build/cmake-python-distributions/issues/115
+# https://github.com/skvark/opencv-python/issues/366
+# https://github.com/scikit-build/cmake-python-distributions/issues/96#issuecomment-663062358
+RUN pip3 install scikit-build
+
+RUN git clone https://github.com/scikit-build/cmake-python-distributions.git \
+    && cd cmake-python-distributions/ \
+    && python3 setup.py bdist_wheel
+
+RUN pip3 install cmake-python-distributions/dist/*.whl
+
+RUN pip3 wheel --wheel-dir=/wheels \
+    opencv-python-headless \
+    numpy \
+    imutils \
+    scipy \
+    psutil \
+    Flask \
+    paho-mqtt \
+    PyYAML \
+    matplotlib \
+    click
+
+FROM scratch
+
+COPY --from=build /wheels /wheels