Suppression de la visualisation Texture GLCM
- Suppression de generate_texture() de visualizations.py - Suppression de l'entrée 'texture' de VIZ_STEPS et COLORMAPS - Suppression du test TestTexture - Mise à jour README (19 → 18 visualisations) - Mise à jour CLAUDE.md (17 → 16 fonctions generate_*) Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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@ -4,7 +4,7 @@ This file provides guidance to Claude Code (claude.ai/code) when working with co
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## Project Overview
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LiDAR archaeological processing pipeline that generates 19 terrain visualizations from LAZ/LAS point clouds. Runs in Docker with optional NVIDIA GPU acceleration (CuPy). Designed for French LiDAR HD data in Lambert 93 (EPSG:2154).
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LiDAR archaeological processing pipeline that generates 18 terrain visualizations from LAZ/LAS point clouds. Runs in Docker with optional NVIDIA GPU acceleration (CuPy). Designed for French LiDAR HD data in Lambert 93 (EPSG:2154).
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## Commands
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@ -33,7 +33,7 @@ docker run --rm --gpus all -v $(pwd)/input:/data/input:ro -v $(pwd)/output:/data
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- **`cli.py`** — argparse + logging setup. Entry point via `python -m lidar_pipeline`.
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- **`pipeline.py`** — `LidarArchaeoPipeline` orchestrator. `VIZ_STEPS` registry maps names to generate functions. `FilePrefixFilter` for parallel logging.
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- **`dtm.py`** — PDAL ground classification (SMRF/PMF/CSF + auto-detection) and DTM generation via scipy `binned_statistic_2d`.
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- **`visualizations.py`** — 17 `generate_*` functions + 2 IGN overlay lambdas. All take `(dem_file, basename, vis_dir, resolution)` and return a TIF path or None.
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- **`visualizations.py`** — 16 `generate_*` functions + 2 IGN overlay lambdas. All take `(dem_file, basename, vis_dir, resolution)` and return a TIF path or None.
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- **`gpu.py`** — CuPy/numpy abstraction: `HAS_GPU`, `to_gpu()`, `to_cpu()`, `xp_gaussian_filter()`, `xp_uniform_filter()`, `xp_minimum_filter()`, `gpu_cleanup()`. Falls back to CPU gracefully.
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- **`ign.py`** — IGN WMTS tile download + overlay generation for orthophoto and topographic maps.
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- **`rendering.py`** — `COLORMAPS` dict maps filename keywords to (cmap, title, legend, description). `tif_to_png()` converts TIF→WebP with legend/scale/north arrow. `generate_pdf_report()` creates A3 PDF.
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