segment-geospatial Docker & Self-Hosted Deployment

GitHub

A Python package for segmenting geospatial data with the Segment Anything Model (SAM)

4,175 stars Python Python 11 files · ~17,328 tokens #artificial-intelligence#deep-learning#geopython#geospatial#machine-learning#segment-anything#segmentation
1. Pull Image (DOCKERHUB) docker pull opengeos/segment-geospatial:latest
2. Docker Run (1-Click Launch) docker run -d --name segment-geospatial --restart always opengeos/segment-geospatial:latest
3. Podman Run podman run -d --name segment-geospatial --restart always opengeos/segment-geospatial:latest
4. Skopeo Inspect (Zero-Pull Manifest) skopeo inspect docker://docker.io/opengeos/segment-geospatial:latest
5. ORAS Pull (OCI Artifact) oras pull opengeos/segment-geospatial:latest
Dockerfile 
FROM jupyter/base-notebook:latest
LABEL maintainer="Qiusheng Wu"
LABEL repo="https://github.com/opengeos/segment-geospatial"

USER root
RUN apt-get update -y && apt-get install libgl1 sqlite3 -y

USER 1000
RUN mamba install -c conda-forge leafmap localtileserver segment-geospatial sam2==0.4.1 -y && \
    pip install -U segment-geospatial jupyter-server-proxy && \
    mamba update -c conda-forge sqlite -y && \
    jupyter server extension enable --sys-prefix jupyter_server_proxy && \
    fix-permissions "${CONDA_DIR}" && \
    fix-permissions "/home/${NB_USER}"

RUN mkdir ./examples
COPY /docs/examples ./examples

ENV PROJ_LIB='/opt/conda/share/proj'
ENV JUPYTER_ENABLE_LAB=yes

ARG LOCALTILESERVER_CLIENT_PREFIX='proxy/{port}'
ENV LOCALTILESERVER_CLIENT_PREFIX=$LOCALTILESERVER_CLIENT_PREFIX

USER root
RUN chown -R ${NB_UID} ${HOME}
USER ${NB_USER}