e642cde7bc
- Correction bug geojson dans process_lidar.py - Semantic classifier fonctionnel avec K-Means - 9 visualisations JPEG selon état de l'art 2024-2025 - Statistiques de classification sémantique exportées en JSON - Nettoyage automatique des fichiers temporaires Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
43 lines
996 B
Docker
43 lines
996 B
Docker
FROM ubuntu:22.04
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ENV DEBIAN_FRONTEND=noninteractive
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ENV TZ=Europe/Paris
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# Install PDAL and Python from Ubuntu packages
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RUN apt-get update && apt-get install -y --no-install-recommends \
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pdal \
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gdal-bin \
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python3-gdal \
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python3-pip \
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python3-dev \
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build-essential \
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wget \
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&& rm -rf /var/lib/apt/lists/*
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WORKDIR /data
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# Install Python packages via pip
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COPY requirements.txt .
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RUN pip3 install --no-cache-dir \
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numpy \
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matplotlib \
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whitebox \
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rasterio \
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'laspy[laspy]' \
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scikit-image \
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scikit-learn \
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tqdm
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# Copy scripts
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COPY process_lidar.py /usr/local/bin/
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COPY semantic_classifier.py /usr/local/bin/
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RUN chmod +x /usr/local/bin/process_lidar.py /usr/local/bin/semantic_classifier.py
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# Create directories with correct permissions
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RUN mkdir -p /data/output /data/input && \
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chmod 777 /data /data/output /data/input
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VOLUME ["/data"]
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CMD ["python3", "/usr/local/bin/process_lidar.py", "/data/input", "-o", "/data/output"]
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