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Ten-sample benchmark results
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README.md
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Do you need computer vision to read construction drawings? floorplan-parser pulls line geometry out of a drawing PDF two ways: by reading the vector paths the PDF already stores (PyMuPDF), and by rendering the page to pixels and finding the lines with classic computer vision (OpenCV threshold and Hough lines). Both are scored against the drawing's own geometry.
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The pictures are synthetic drawings made for this project; pick a drawing and a method to see what was found (blue), missed (red) and added (orange). The table also lists measured results on
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Code (MIT): [github.com/dzakybd/floorplan-parser](https://github.com/dzakybd/floorplan-parser). Write-up: [dzaky.ai.id](https://dzaky.ai.id/en/blog/floorplan-parser-vector-vs-raster).
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Do you need computer vision to read construction drawings? floorplan-parser pulls line geometry out of a drawing PDF two ways: by reading the vector paths the PDF already stores (PyMuPDF), and by rendering the page to pixels and finding the lines with classic computer vision (OpenCV threshold and Hough lines). Both are scored against the drawing's own geometry.
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The pictures are synthetic drawings made for this project; pick a drawing and a method to see what was found (blue), missed (red) and added (orange). The table also lists measured results on ten held-out FloorPlanCAD drawings, as numbers only. Everything was computed ahead of time; the page runs no model and no server.
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Code (MIT): [github.com/dzakybd/floorplan-parser](https://github.com/dzakybd/floorplan-parser). Write-up: [dzaky.ai.id](https://dzaky.ai.id/en/blog/floorplan-parser-vector-vs-raster).
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index.html
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<section class="panel" style="margin-top:16px">
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<h2>Held-out FloorPlanCAD drawings (numbers only)</h2>
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<p class="muted" style="font-size:13px">
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<div class="scroll"><table id="heldout"></table></div>
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</section>
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<section class="panel">
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<section class="panel" style="margin-top:16px">
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<h2>Held-out FloorPlanCAD drawings (numbers only)</h2>
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<p class="muted" style="font-size:13px">Ten real CAD drawings from the FloorPlanCAD test set: the original three examples plus seven selected within file-size strata using seed 20261019. The raster settings were tuned on the synthetic drawings only, then frozen and evaluated on these. F1 by length, with the number of extracted pieces in brackets.</p>
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<div class="scroll"><table id="heldout"></table></div>
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</section>
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<section class="panel">
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