webarkit

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• perf(video): replace dynamic LK border mapping with OpenCV-style prepadding

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  Difficulty 5/5 Over a week Newbie friendliness 35/100

  webarkit/purecv#184 · Opened Oct 16, 2026

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• refactor(video): align LK pyramid storage types and construction API with OpenCV 4.10.0

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  Difficulty 5/5 Over a week Newbie friendliness 35/100

  webarkit/purecv#183 · Opened Oct 16, 2026

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• chore(ci): split the Miri UB check into shards to stay under the 30-min timeout

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  Difficulty 3/5 1-2 days Newbie friendliness 42/100

  webarkit/purecv#182 · Opened Oct 15, 2026

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• chore: follow-ups deferred from the milestone 1.1.0 reviews

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  documentation enhancement

  Difficulty 5/5 Over a week Newbie friendliness 15/100

  webarkit/jsfeatNext#246 · Opened Oct 15, 2026

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• test(fixtures): check the exact opencv-contrib-python wheel, not only cv2.__version__

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  enhancement tests

  Difficulty 3/5 1-2 days Newbie friendliness 55/100

  webarkit/jsfeatNext#245 · Opened Oct 15, 2026

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• examples/test/provenance.test.mjs conflates a CI reproducibility check, a device preflight and a dev-machine condition that always fails; split it (after M4)

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  Difficulty 3/5 1-2 days Newbie friendliness 25/100

  webarkit/webarkit#136 · Opened Oct 15, 2026

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• The root build overwrites examples/dist silently, even a manifest clean at another commit; the provenance test is what catches it

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  Difficulty 4/5 1-2 days Newbie friendliness 15/100

  webarkit/webarkit#135 · Opened Oct 15, 2026

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• nft-tracker: IPPE loses to the closed form below about 8° of tilt; a declared guard near fronto-parallel, for #107 to register

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  Difficulty 5/5 Over a week Newbie friendliness 8/100

  webarkit/webarkit#133 · Opened Oct 15, 2026

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• The frozen pose stage reads zero for arms that compute the pose in the tracker

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  Difficulty 4/5 Over a week Newbie friendliness 12/100

  webarkit/webarkit#132 · Opened Oct 15, 2026

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• docs: the node version is copied into four prose files beside its pin; .nvmrc is the source, and the prose says "the version pinned in .nvmrc"

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  Difficulty 2/5 1-3 hours Newbie friendliness 66/100

  webarkit/webarkit#131 · Opened Oct 14, 2026

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• nft-tracker: move #90's ground truth out of test/, where M4's campaign freezes it as an input (after M4's campaign)

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  Difficulty 3/5 1-2 days Newbie friendliness 22/100

  webarkit/webarkit#130 · Opened Oct 14, 2026

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• bench: the provenance manifest hashes neither the script that writes it nor the root package.json (after M4's campaign)

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  Difficulty 2/5 1-3 hours Newbie friendliness 35/100

  webarkit/webarkit#127 · Opened Oct 14, 2026

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• feat(cv_backend): honour DescriptorKind for TEBLID and FREAK in the jsfeatNext adapter

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  enhancement Typescript

  Difficulty 4/5 3-5 days Newbie friendliness 25/100

  webarkit/jsfeatNext#232 · Opened Oct 14, 2026

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• M4: two static baselines of one session differ by 0.0092 px on the same footage, twelve times M3's spread, unexplained

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  benchmarks

  Difficulty 5/5 Over a week Newbie friendliness 10/100

  webarkit/webarkit#123 · 7 comments · Opened Oct 14, 2026

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• bench: the evidence guards' test gaps — 78 surviving mutants at 37dc6d4, a hanging mutant, page checks the repository cannot reproduce, a flaky test (after M4's campaign, first)

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  Difficulty 5/5 Over a week Newbie friendliness 8/100

  webarkit/webarkit#120 · Opened Oct 13, 2026

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• bench: Start and bundleManifestRefusal trust the manifest's flags, and nothing that reads protocol.sessionRun reads run.failure (after M4's campaign)

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  Difficulty 3/5 Half a day Newbie friendliness 15/100

  webarkit/webarkit#119 · Opened Oct 13, 2026

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• fix(video): LK follow-ups from #164: final out-of-image check and stricter overhang test

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  Difficulty 3/5 1-2 days Newbie friendliness 65/100

  webarkit/purecv#178 · Opened Oct 13, 2026

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• bench: bring the stall check into the repository as a tested module, so its verdict reproduces from tested code (after M4's campaign)

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  Difficulty 4/5 3-5 days Newbie friendliness 18/100

  webarkit/webarkit#117 · Opened Oct 13, 2026

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• bench-nft: serve the bench page over https with a local certificate, so a session can run over Wi-Fi (after M4's campaign)

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  Difficulty 5/5 Over a week Newbie friendliness 8/100

  webarkit/webarkit#116 · Opened Oct 13, 2026

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• bench-nft: the page's refusal of a fabricated loop wrap during a run has no check (after M4's campaign)

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  Difficulty 4/5 3-5 days Newbie friendliness 15/100

  webarkit/webarkit#115 · Opened Oct 13, 2026

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• doc(calib3d): OpenCV 4.10.0 parity audit of the calib3d module

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  calib3d-module documentation

  Difficulty 4/5 3-5 days Newbie friendliness 28/100

  webarkit/purecv#177 · Opened Oct 12, 2026

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• doc(video): OpenCV 4.10.0 parity audit of the video module

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  documentation video-module

  Difficulty 5/5 Over a week Newbie friendliness 25/100

  webarkit/purecv#176 · Opened Oct 12, 2026

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• doc(features2d): OpenCV 4.10.0 parity audit of the features2d module

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  documentation features2D-module

  Difficulty 5/5 Over a week Newbie friendliness 35/100

  webarkit/purecv#175 · Opened Oct 12, 2026

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• doc(imgproc): OpenCV 4.10.0 parity audit of the imgproc module

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  documentation imgproc-module

  Difficulty 5/5 Over a week Newbie friendliness 35/100

  webarkit/purecv#174 · Opened Oct 12, 2026

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• doc(core): OpenCV 4.10.0 parity audit of the core module

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  core-module documentation

  Difficulty 5/5 Over a week Newbie friendliness 38/100

  webarkit/purecv#173 · Opened Oct 12, 2026

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• Parity audit: compare purecv with OpenCV 4.10.0, module by module

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  documentation enhancement

  Difficulty 5/5 Over a week Newbie friendliness 35/100

  webarkit/purecv#172 · Opened Oct 12, 2026

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• chore(cpp_ref): bootstrap.py and reference-guard robustness follow-ups

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  enhancement

  Difficulty 5/5 Over a week Newbie friendliness 35/100

  webarkit/purecv#171 · Opened Oct 12, 2026

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• chore(cpp_ref): reduce bootstrap.py output noise seen in the first real run

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  enhancement

  Difficulty 3/5 1-2 days Newbie friendliness 75/100

  webarkit/purecv#170 · Opened Oct 12, 2026

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• feat(video): allow LK to consume precomputed optical-flow pyramids and derivatives

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  Difficulty 5/5 Over a week Newbie friendliness 15/100

  webarkit/purecv#166 · Opened Oct 10, 2026

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• Sync workflow: handle a conflicting sync branch with no open PR, and PRs the workflow did not open

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  CI enhancement

  Difficulty 3/5 Half a day Newbie friendliness 45/100

  webarkit/WebARKitLib#92 · Opened Oct 10, 2026

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• Optical tracker: frames without a marker run detection twice since the #53 full-resolution retry

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  C/C++ code enhancement

  Difficulty 4/5 3-5 days Newbie friendliness 35/100

  webarkit/WebARKitLib#91 · Opened Oct 10, 2026

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• ARToolKitNFTCore: calling setupAR2() again leaves markers undetected and leaks the AR2 handle

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  C/C++ code enhancement

  Difficulty 4/5 3-5 days Newbie friendliness 25/100

  webarkit/WebARKitLib#87 · Opened Oct 10, 2026

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• Add a Vitest test for the threaded binding's adapter behaviour

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  arNFT emscripten tests

  Difficulty 3/5 1-2 days Newbie friendliness 48/100

  webarkit/jsartoolkitNFT#696 · Opened Oct 10, 2026

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• Threaded build hangs when a controller is re-initialised after loading markers

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  arNFT bug C/C++ emscripten

  Difficulty 4/5 3-5 days Newbie friendliness 18/100

  webarkit/jsartoolkitNFT#695 · Opened Oct 10, 2026

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• The threaded build ignores setFiltering: no pose filtering

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  arNFT bug C/C++ emscripten

  Difficulty 3/5 1-2 days Newbie friendliness 35/100

  webarkit/jsartoolkitNFT#692 · Opened Oct 9, 2026

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• Real-footage ground truth: webarkit/artoolkit-nft-bench as a corpus, after M4

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  Difficulty 4/5 3-5 days Newbie friendliness 62/100

  webarkit/webarkit#109 · Opened Oct 6, 2026

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• chore: address deferred minors from the phase 1 review

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  Difficulty 3/5 1-2 days Newbie friendliness 45/100

  webarkit/artoolkit-nft-bench#14 · Opened Oct 4, 2026

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• docs(frames): recording guidelines and new reference footage

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  calibration documentation enhancement

  Difficulty 3/5 1-2 days Newbie friendliness 30/100

  webarkit/artoolkit-nft-bench#13 · 1 assignee · Opened Oct 4, 2026

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• feat(frames): static bank from WebARKitLib-rs annotated photos

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  Difficulty 3/5 1-2 days Newbie friendliness 45/100

  webarkit/artoolkit-nft-bench#12 · 1 comment · Opened Oct 4, 2026

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• feat(frames): import manual corner annotations and validate segmentation

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  Difficulty 4/5 3-5 days Newbie friendliness 35/100

  webarkit/artoolkit-nft-bench#11 · Opened Oct 4, 2026

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• feat(frames): camera calibration from a chessboard video

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  Difficulty 4/5 3-5 days Newbie friendliness 42/100

  webarkit/artoolkit-nft-bench#10 · Opened Oct 4, 2026

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• Add an automated test suite with Vitest

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  :rocket: enhancement vite

  Difficulty 5/5 Over a week Newbie friendliness 48/100

  webarkit/ARnft#369 · Opened Oct 3, 2026

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• Absolute marker URLs fail to load: nftMarkerUrls.push is not a function

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  bug

  Difficulty 4/5 3-5 days Newbie friendliness 67/100

  webarkit/ARnft#367 · Opened Oct 3, 2026

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• Add a build-debug script for readable bundles with source maps

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  :rocket: enhancement

  Difficulty 3/5 1-2 days Newbie friendliness 72/100

  webarkit/ARnft#365 · Opened Oct 3, 2026

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• Bundles embed the whole package.json (about 21% of OneEuroFilter.mjs)

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  bug

  Difficulty 2/5 1-3 hours Newbie friendliness 88/100

  webarkit/OneEuroFilter-ts#6 · Opened Oct 3, 2026

• docs: issues are closed by hand, with a comment naming the work — Closes #NNN does nothing in PRs into dev

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  Difficulty 2/5 1-3 hours Newbie friendliness 88/100

  webarkit/webarkit#108 · 1 comment · Opened Oct 2, 2026

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• initializeRaw: decide its future (keep, extend or replace)

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  code-design question

  Difficulty 5/5 Over a week Newbie friendliness 35/100

  webarkit/ARnft#353 · Opened Oct 2, 2026

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• ARnft width/height parameters are ignored since #345

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  code-design documentation

  Difficulty 5/5 Over a week Newbie friendliness 35/100

  webarkit/ARnft#352 · Opened Oct 2, 2026

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• On smartphones the last-camera heuristic overrides facingMode: "user"

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  bug

  Difficulty 3/5 1-2 days Newbie friendliness 68/100

  webarkit/ARnft#351 · 1 comment · Opened Oct 2, 2026

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• Process canvas geometry is rounded differently in CameraViewRenderer and NFTWorker

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  bug

  Difficulty 3/5 1-2 days Newbie friendliness 74/100

  webarkit/ARnft#350 · 1 comment · Opened Oct 2, 2026

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