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Achievement: Pair ExtraordinaireAchievement: Pull Sharkx2

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hkristen/README.md

Hi, I'm Harald

Geospatial AI enthusiast with a soft spot for open source. After the startup rollercoaster, I now do applied research in environmental remote sensing at Joanneum Research in Austria, monitoring the natural environment and describing how it changes with a good mix of Python, deep learning and LLMs. Some of the tools I build along the way end up here as open source.

Projects

  • ccdock: a terminal dashboard for Claude Code sessions over SSH, so you can see what's running and jump back in with one key
  • qgis-arcgis-imageserver-downloader: a QGIS plugin that downloads large areas from ArcGIS ImageServer REST services at full resolution as Cloud Optimized GeoTIFFs

Contributions

  • torchgeo: the ChangeViT model, multiclass change detection, the OSCD100 dataset and the change detection tutorial, plus a GeoTIFF writer callback and fixes
  • terratorch: fixed Clay 1.5 for downstream tasks (segmentation, regression, classification)
  • isaaccorley/skills: ai-audit, a Claude Code plugin that flags AI-generated language patterns in academic manuscripts

Pinned Loading

  1. EfficientGeodataPython2024 EfficientGeodataPython2024 Public

    In this course, spatially relevant questions are addressed through structured programming in Python. The fundamental principles of the programming language are taught and reinforced with practical …

    Jupyter Notebook 2

  2. JR-DIGITAL/habitalp_2 JR-DIGITAL/habitalp_2 Public

    This repo holds the whole code to reproduce the research performed in the FFG-project "Habitalp 2.0"

    Jupyter Notebook 11 1

  3. qgis-arcgis-imageserver-downloader qgis-arcgis-imageserver-downloader Public

    Python 4 1

  4. torchgeo/torchgeo torchgeo/torchgeo Public

    TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

    Python 4.2k 608