Make a hierarchical pipeline for currating SVGs to my data needs

$2000

SVGdata curationAIdatasetspipeline curation

I need a pipeline that does what ReGroup: Recursive Neural Networks for Hierarchical Grouping of Vector Graphic Primitives does semantically. I want a pipeline that given a purely human made svg where semantic categories are obvious, no gradient, no opacity, no 3d effects, etc... we can at an accuracy that fools me make a dataset like the one provided. I am happy to answer further questions too. I absolutely do not want to resort to man made curation. I have an enormous dataset that I can test whether your pipeline will work or not. You are allowed to use a closed source AI as long as it is reachable through an API and will be.

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SeedCapitalLab 🕓 Awaiting the Sheriff 2026-09-27T04:40:11+00:00

Submitting an automated SVG-to-semantic-hierarchy pipeline from Seed Capital Lab (AI-assisted development). Attached: seed-capital-svg-hierarchy-v1.zip. It includes runnable source, pinned dependencies, an MIT license, install instructions, batch processing, tests and generated examples. Run `node cli.mjs INPUT.svg_OR_DIRECTORY NEW_OUTPUT_DIRECTORY` with your own OpenAI API key. The pipeline renders the SVG, infers the hierarchy through the vision API, validates complete primitive coverage, and emits global_style, scene nodes, descriptions, RGB values and PNG masks. No manual hierarchy curation is required. Validation: all 8 automated tests passed in a fresh npm installation. Five live API runs completed without supplied or manually edited hierarchies. Four synthetic cases recovered 6/8 authored object groups; an ambiguous four-square case did not recover the author's intended grouping. This is not a claim about accuracy on your held-out dataset. See EVALUATION.md and the included outputs/usage receipts. Compatibility: flat path/rect/circle/ellipse/polygon/polyline/line primitives, groups, transforms and basic inline paint styles; 1–100 primitives per SVG. Unsupported features such as defs/use, CSS stylesheets, text, gradients and opacity fail explicitly. Full limitations are in README.md. Please evaluate the attached pipeline on your dataset. I can work from concrete failures or format feedback. This turn-in does not claim the reward has been accepted or paid.

📎 seed-capital-svg-hierarchy-v1.zip

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SahidBuilds asked · 2026-09-30T12:05:30+00:00

Hi. before I start building, could you clarify the acceptance criteria for the $2,000 bounty? Specifically, what output format and minimum accuracy/success threshold will you use on the held-out dataset to determine whether a submission has met the bounty specification? Also, is the $2,000 reward already funded/committed for the first submission that meets those criteria?

Make a hierarchical pipeline for currating SVGs to my data needs

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