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* container for micro-sam * added Metadata * added label version * installing from specific commit * update micro-sam installation * Update micro-sam/1.1.1/Dockerfile --------- Co-authored-by: mboudet <[email protected]>
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# Base Image | ||
FROM mambaorg/micromamba:1.5.10-noble | ||
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# Matadata | ||
LABEL base.image="mambaorg/micromamba:1.5.10-noble" | ||
LABEL version="1" | ||
LABEL software="micro-sam" | ||
LABEL software.version="1.1.1" | ||
LABEL about.summary="Tools for segmentation and tracking in microscopy build on top of Segment Anything." | ||
LABEL about.home="https://github.com/computational-cell-analytics/micro-sam" | ||
LABEL about.documentation="https://computational-cell-analytics.github.io/micro-sam/micro_sam.html" | ||
LABEL about.license="MIT" | ||
LABEL about.license_file="https://github.com/computational-cell-analytics/micro-sam/blob/master/LICENSE" | ||
LABEL about.tags="Bioinformatics, Image Analysis, Microscopy, Segmentation" | ||
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# Maintainer | ||
LABEL maintainer="Anwai Archit <[email protected]>" | ||
LABEL maintainer="Carolin Schwitalla <[email protected]>" | ||
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# Copy conda.yml and install dependencies | ||
COPY --chown=$MAMBA_USER:$MAMBA_USER conda.yml /tmp/conda.yml | ||
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RUN micromamba install -y -n base -f /tmp/conda.yml \ | ||
&& micromamba install -y -n base conda-forge::procps-ng \ | ||
&& micromamba env export --name base --explicit > environment.lock \ | ||
&& echo ">> CONDA_LOCK_START" \ | ||
&& cat environment.lock \ | ||
&& echo "<< CONDA_LOCK_END" \ | ||
&& micromamba clean -a -y | ||
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# Set the environment path | ||
ENV PATH="$MAMBA_ROOT_PREFIX/bin:$PATH" | ||
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USER root | ||
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# clone the repository and install the package | ||
RUN pip install git+https://github.com/computational-cell-analytics/micro-sam.git@9b055c3 | ||
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name: sam | ||
channels: | ||
- pytorch | ||
- conda-forge | ||
dependencies: | ||
- cpuonly | ||
# This pin is necessary because later nifty versions have import errors on windows. | ||
- nifty =1.2.1=*_4 | ||
- imagecodecs | ||
- natsort | ||
- pip | ||
- zarr | ||
- pooch | ||
- protobuf <5 | ||
- python-xxhash | ||
- python-elf >=0.4.8 | ||
- pytorch >=2.4 | ||
- segment-anything | ||
- torchvision | ||
- torch_em >=0.7.0 | ||
- tqdm | ||
- timm | ||
- git | ||
- pip: | ||
- git+https://github.com/ChaoningZhang/MobileSAM.git |