aletrn commited on
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[feat] updated project presentation

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docs/brief_project_presentation.md CHANGED
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  # About this project
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- SamGIS is an attempt to perform instance segmentation on geospatial data even without the use of dedicated graphics cards.
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- The user interact on a leaflet webmap choosing areas to recognize and a backend responds with a geojson containing one or more
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- recognized polygons within the initial webmap.
 
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  Check about implementation details on my [blog](https://trinca.tornidor.com/projects/samgis-sam-exporter-for-GIS).
 
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  # About this project
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+ SamGIS is an attempt to perform [machine learning](https://developer.ibm.com/learningpaths/get-started-artificial-intelligence/ai-basics/ai-beginners-guide) [instance segmentation](https://en.wikipedia.org/wiki/Image_segmentation) on [geospatial data](https://en.wikipedia.org/wiki/Geographic_data_and_information) even without the use of dedicated graphics cards.
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+ The user interact on a [leaflet](https://leafletjs.com) webmap choosing areas to recognize and a backend responds with a [geojson](https://it.wikipedia.org/wiki/GeoJSON) containing one or more recognized polygons within the initial webmap.
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+
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+ The backend perform machine learning inference using a [Segment Anything](https://segment-anything.com) model and [ONNXRuntime](https://onnxruntime.ai) as runtime.
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  Check about implementation details on my [blog](https://trinca.tornidor.com/projects/samgis-sam-exporter-for-GIS).
docs/index.rst CHANGED
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  external_links
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- Indices and tables
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- ==================
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  * :ref:`genindex`
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  * :ref:`modindex`
 
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  external_links
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+ Indices and tables documentation
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+ ================================
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  * :ref:`genindex`
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  * :ref:`modindex`