opencv/opencv

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174 of your 248 findings came from Repobility's proprietary detections. ✓ Repobility tags below mark them.

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https://github.com/opencv/opencv · scanned 2026-06-05 07:06 UTC (6 days ago) · 10 languages

675 raw signals (231 security + 444 graph) 11/13 scanners ran System graph score 83 (lower by 15)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 6 days ago · v2 · 272 actionable findings from 2 signal sources. 181 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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88.9% cov · 192 findings

Score breakdown â 2026-05-18-v5

Component	Sub-score	Weight	Contribution
`structure_score`	40.0	0.15	6.00
`security_score`	100.0	0.25	25.00
`testing_score`	55.0	0.20	11.00
`documentation_score`	78.0	0.15	11.70
`practices_score`	79.0	0.15	11.85
`code_quality`	25.0	0.10	2.50
Overall		1.00	68.0

security_score may be inflated — optional security scanners were skipped on this fast scan

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 2 High 24 Medium 14 Low 155 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 80 System graph 192 Crowd 0 Layer: Quality 145 Cicd 5 Security 15 Software 80 Api 1 Frontend 23 Hardware 3

Exclude dismissed / FP Exclude test files

Bug-class explainers. Each card groups findings of the same shape — these are the patterns most likely to ship to prod and reappear in future scans unless you systematically fix the cause, not just the instance.

Duplicates & near-duplicates 5 findings

What it is: Same function copy-pasted into multiple modules with minor variations.

Why it matters: Each copy drifts independently — bug fixes apply to one, miss the others.

How AI causes it: AI completes the same pattern in each file rather than refactoring to a shared helper.

Fix approach: Extract the duplicated logic into the most general module both call sites already import. Add tests at the helper level.

5 matching findings on this repo

low Near-duplicate function bodies in 2 places repo-level
low Near-duplicate function bodies in 10 places
low Near-duplicate function bodies in 7 places
low Near-duplicate function bodies in 3 places repo-level
low Near-duplicate function bodies in 24 places

View all duplicates & near-duplicates findings →

Legacy markers 9 findings

What it is: TODO, FIXME, XXX, HACK comments. Often indicate a known-broken path the author meant to fix.

Why it matters: Each marker is an unfinished thought. Production code shouldn't ship with debt that's documented but not tracked.

How AI causes it: AI mirrors the style of the codebase, so existing TODOs propagate into new code.

Fix approach: Convert each into a ticket. Delete the comment when the ticket lands. Use a pre-commit hook to block new TODOs without an issue link.

9 matching findings on this repo

low Old/deprecated-named symbol `inference_engine_legacy` in platforms/winpack_dldt…
low Old/deprecated-named symbol `inference_engine_legacy` in platforms/winpack_dldt…
low Old/deprecated-named symbol `inference_engine_legacy` in platforms/winpack_dldt…
low Old/deprecated-named symbol `inference_engine_legacy` in platforms/winpack_dldt…
low Old/deprecated-named symbol `inference_engine_legacy` in platforms/winpack_dldt…
low Old/deprecated-named symbol `inference_engine_legacy` in platforms/winpack_dldt…
low Old/deprecated-named symbol `inference_engine_legacy` in platforms/winpack_dldt…
low Old/deprecated-named symbol `inference_engine_legacy` in platforms/winpack_dldt…
low Old/deprecated-named symbol `inference_engine_legacy` in platforms/winpack_dldt…

View all legacy markers findings →

Commented-out code 22 findings

What it is: Lines of source that were intentionally disabled but never deleted.

Why it matters: Git already remembers history — commented code rots, becomes wrong, and adds noise to diffs.

How AI causes it: AI sometimes comments out broken code instead of fixing it. Reviewers approve out of inertia.

Fix approach: Delete. Trust `git log`. If you really need to remember, save it in a notes file under `docs/`.

12 matching findings on this repo

info Commented-code block (10 lines) in apps/pattern-tools/svgfig.py:20
info Commented-code block (5 lines) in modules/gapi/misc/python/test/test_gapi_sampl…
info Commented-code block (10 lines) in modules/js/test/tests.js:29
info Commented-code block (10 lines) in modules/js/test/test_photo.js:29
info Commented-code block (10 lines) in modules/js/test/test_video.js:29
info Commented-code block (10 lines) in modules/js/test/test_objdetect.js:29
info Commented-code block (10 lines) in modules/js/test/test_imgproc.js:29
info Commented-code block (10 lines) in modules/js/test/test_mat.js:29
info Commented-code block (10 lines) in modules/js/test/test_utils.js:29
info Commented-code block (10 lines) in modules/js/generator/embindgen.py:29
info Commented-code block (10 lines) in modules/js/generator/templates.py:29
info Commented-code block (10 lines) in modules/js/src/make_umd.py:29

View all commented-out code findings →

Config drift 37 findings

What it is: Settings duplicated across env files, Docker compose, K8s, and code defaults, all with slightly different values.

Why it matters: Production behaviour depends on whichever copy your loader reads first. Subtle bugs in staging that don't reproduce in dev.

How AI causes it: AI writes new config from memory rather than reading the existing source.

Fix approach: Pick one source of truth (env vars + a settings module). Have every other place import from there. Lint for duplicates in CI.

12 matching findings on this repo

low File has no detected symbols: platforms/android/ndk-17.config.py
low File has no detected symbols: platforms/android/default.config.py
low File has no detected symbols: platforms/android/ndk-16.config.py
low File has no detected symbols: platforms/android/fastcv.config.py
low File has no detected symbols: platforms/android/ndk-25.config.py
low File has no detected symbols: platforms/android/ndk-18.config.py
low File has no detected symbols: platforms/android/ndk-18-api-level-21.config.py
low File has no detected symbols: platforms/android/ndk-22.config.py
low File has no detected symbols: platforms/android/ndk-10.config.py
low File has no detected symbols: platforms/android/ndk-18-api-level-24.config.py
low File has no detected symbols: platforms/js/opencv_js.config.py
low File has no detected symbols: platforms/winpack_dldt/2021.2/patch.config.py

View all config drift findings →

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