50 lines
2.2 KiB
Plaintext
50 lines
2.2 KiB
Plaintext
# Ultralytics YOLO 🚀, AGPL-3.0 license
|
|
# Builds ultralytics/ultralytics:latest-cpu image on DockerHub https://hub.docker.com/r/ultralytics/ultralytics
|
|
# Image is CPU-optimized for ONNX, OpenVINO and PyTorch YOLOv8 deployments
|
|
|
|
# Start FROM Ubuntu image https://hub.docker.com/_/ubuntu
|
|
FROM ubuntu:lunar-20230615
|
|
|
|
# Downloads to user config dir
|
|
ADD https://ultralytics.com/assets/Arial.ttf https://ultralytics.com/assets/Arial.Unicode.ttf /root/.config/Ultralytics/
|
|
|
|
# Install linux packages
|
|
# g++ required to build 'tflite_support' and 'lap' packages, libusb-1.0-0 required for 'tflite_support' package
|
|
RUN apt update \
|
|
&& apt install --no-install-recommends -y python3-pip git zip curl htop libgl1-mesa-glx libglib2.0-0 libpython3-dev gnupg g++ libusb-1.0-0
|
|
# RUN alias python=python3
|
|
|
|
# Create working directory
|
|
WORKDIR /usr/src/ultralytics
|
|
|
|
# Copy contents
|
|
# COPY . /usr/src/app (issues as not a .git directory)
|
|
RUN git clone https://github.com/ultralytics/ultralytics /usr/src/ultralytics
|
|
ADD https://github.com/ultralytics/assets/releases/download/v0.0.0/yolov8n.pt /usr/src/ultralytics/
|
|
|
|
# Remove python3.11/EXTERNALLY-MANAGED or use 'pip install --break-system-packages' avoid 'externally-managed-environment' Ubuntu nightly error
|
|
RUN rm -rf /usr/lib/python3.11/EXTERNALLY-MANAGED
|
|
|
|
# Install pip packages
|
|
RUN python3 -m pip install --upgrade pip wheel
|
|
RUN pip install --no-cache -e ".[export]" thop --extra-index-url https://download.pytorch.org/whl/cpu
|
|
|
|
# Run exports to AutoInstall packages
|
|
RUN yolo export model=tmp/yolov8n.pt format=edgetpu imgsz=32
|
|
RUN yolo export model=tmp/yolov8n.pt format=ncnn imgsz=32
|
|
# Requires <= Python 3.10, bug with paddlepaddle==2.5.0
|
|
# RUN pip install --no-cache paddlepaddle==2.4.2 x2paddle
|
|
# Remove exported models
|
|
RUN rm -rf tmp
|
|
|
|
# Usage Examples -------------------------------------------------------------------------------------------------------
|
|
|
|
# Build and Push
|
|
# t=ultralytics/ultralytics:latest-cpu && sudo docker build -f docker/Dockerfile-cpu -t $t . && sudo docker push $t
|
|
|
|
# Run
|
|
# t=ultralytics/ultralytics:latest-cpu && sudo docker run -it --ipc=host $t
|
|
|
|
# Pull and Run with local volume mounted
|
|
# t=ultralytics/ultralytics:latest-cpu && sudo docker pull $t && sudo docker run -it --ipc=host -v "$(pwd)"/datasets:/usr/src/datasets $t
|