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FROM python:3.11 | ||
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LABEL base_image="python:3.11" | ||
LABEL version="1" | ||
LABEL software="cellpose" | ||
LABEL software.version="3.1.0" | ||
LABEL about.summary="A generalist algorithm for cell and nucleus segmentation." | ||
LABEL about.home="https://github.com/MouseLand/cellpose" | ||
LABEL about.license="BSD-3-Clause" | ||
LABEL about.license_file="https://github.com/MouseLand/cellpose/blob/main/LICENSE" | ||
LABEL about.documentation="https://cellpose.readthedocs.io/en/latest/" | ||
LABEL extra.identifiers.biotools=cellpose | ||
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MAINTAINER Yi Sun <[email protected]> | ||
MAINTAINER Florian Wuennemann <[email protected]> | ||
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ARG DEBIAN_FRONTEND="noninteractive" | ||
ARG CELLPOSE_VERSION="3.1.0" | ||
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ENV LANG en_US.UTF-8 \ | ||
LC_ALL en_US.UTF-8 \ | ||
LANGUAGE en_US:en | ||
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ENV MPLCONFIGDIR=/tmp/mpl_cache | ||
ENV NUMBA_CACHE_DIR=/tmp/numba_cache | ||
ENV CELLPOSE_LOCAL_MODELS_PATH=/tmp/cellpose_models | ||
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RUN apt-get update -qq && \ | ||
apt-get install -y -q --no-install-recommends \ | ||
gcc \ | ||
python3-dev \ | ||
python3-pip \ | ||
python3-wheel \ | ||
libblas-dev \ | ||
liblapack-dev \ | ||
libatlas-base-dev \ | ||
gfortran \ | ||
apt-utils \ | ||
bzip2 \ | ||
ca-certificates \ | ||
curl \ | ||
locales \ | ||
unzip && \ | ||
apt-get clean && \ | ||
rm -rf /var/lib/apt/lists/* | ||
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RUN sed -i '/en_US.UTF-8/s/^# //g' /etc/locale.gen && \ | ||
locale-gen | ||
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RUN pip install --no-cache-dir -U pip \ | ||
numpy \ | ||
numba>=0.43.1 \ | ||
wheel \ | ||
scipy \ | ||
PyQt5 \ | ||
PyQt5.sip \ | ||
torch>=1.6 \ | ||
opencv-python-headless \ | ||
pyqtgraph>=0.11.0rc0 \ | ||
natsort \ | ||
scikit-image matplotlib \ | ||
scikit-learn \ | ||
tqdm \ | ||
tifffile \ | ||
fastremap \ | ||
cellpose==$CELLPOSE_VERSION |