|
|
|
|
# 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
|
|
|
|
|
|
|
|
|
|
# Use the official Python 3.10 slim-bookworm as base image
|
|
|
|
|
FROM python:3.10-slim-bookworm
|
|
|
|
|
|
|
|
|
|
# Set environment variables
|
|
|
|
|
ENV PYTHONUNBUFFERED=1 \
|
|
|
|
|
PYTHONDONTWRITEBYTECODE=1 \
|
|
|
|
|
PIP_NO_CACHE_DIR=1 \
|
|
|
|
|
PIP_BREAK_SYSTEM_PACKAGES=1
|
|
|
|
|
|
|
|
|
|
# Downloads to user config dir
|
|
|
|
|
ADD https://github.com/ultralytics/assets/releases/download/v0.0.0/Arial.ttf \
|
|
|
|
|
https://github.com/ultralytics/assets/releases/download/v0.0.0/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 unzip wget curl htop libgl1 libglib2.0-0 libpython3-dev gnupg g++ libusb-1.0-0
|
|
|
|
|
|
|
|
|
|
# Create working directory
|
|
|
|
|
WORKDIR /ultralytics
|
|
|
|
|
|
|
|
|
|
# Copy contents and configure git
|
|
|
|
|
COPY . .
|
|
|
|
|
RUN sed -i '/^\[http "https:\/\/github\.com\/"\]/,+1d' .git/config
|
|
|
|
|
ADD https://github.com/ultralytics/assets/releases/download/v8.2.0/yolov8n.pt .
|
|
|
|
|
|
|
|
|
|
# Install pip packages
|
|
|
|
|
RUN python3 -m pip install --upgrade pip wheel
|
|
|
|
|
RUN pip install -e ".[export]" --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 https://github.com/PaddlePaddle/X2Paddle/issues/991
|
|
|
|
|
RUN pip install "paddlepaddle>=2.6.0" x2paddle
|
|
|
|
|
# Remove exported models
|
|
|
|
|
RUN rm -rf tmp
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
# Usage Examples -------------------------------------------------------------------------------------------------------
|
|
|
|
|
|
|
|
|
|
# Build and Push
|
|
|
|
|
# t=ultralytics/ultralytics:latest-python && sudo docker build -f docker/Dockerfile-python -t $t . && sudo docker push $t
|
|
|
|
|
|
|
|
|
|
# Run
|
|
|
|
|
# t=ultralytics/ultralytics:latest-python && sudo docker run -it --ipc=host $t
|
|
|
|
|
|
|
|
|
|
# Pull and Run
|
|
|
|
|
# t=ultralytics/ultralytics:latest-python && sudo docker pull $t && sudo docker run -it --ipc=host $t
|
|
|
|
|
|
|
|
|
|
# Pull and Run with local volume mounted
|
|
|
|
|
# t=ultralytics/ultralytics:latest-python && sudo docker pull $t && sudo docker run -it --ipc=host -v "$(pwd)"/shared/datasets:/datasets $t
|
