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ultralytics/yolov5

https://github.com/ultralytics/yolov5 · scanned 2026-06-05 09:57 UTC (5 days, 16 hours ago) · 10 languages

394 raw signals (174 security + 220 graph) 21st percentile · Python · small (2-20K LoC) System graph score 75 (lower by 22)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 5 days, 16 hours ago · v2 · 183 actionable findings from 2 signal sources. 101 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
64.2
/100
Security checks
53
101 findings
System graph
75
88.9% cov · 82 findings
Critical
4
click to filter
Agents
6
0 votes
Crowd
0
reported
Score breakdown â 2026-05-18-v5
Component Sub-score Weight Contribution
structure_score 75.0 0.15 11.25
security_score 30.7 0.25 7.67
testing_score 25.0 0.20 5.00
documentation_score 98.6 0.15 14.79
practices_score 76.0 0.15 11.40
code_quality 36.8 0.10 3.68
Overall 1.00 53.8
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 4 High 65 Medium 41 Low 47 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 101 System graph 82 Crowd 0 Layer: Software 82 Cicd 18 Quality 54 Security 21 Api 1 Hardware 6 Frontend 1

Top 10 actions, ranked by impact × ease. Severity drives impact; tag-based fix-clarity drives ease.

#1
Flask mutation route `predict` without `@login_required` — utils/flask_rest_api/restapi.py:26
GapSeverity.HIGH Layer.SECURITY score 0.525
Why: high severity · OWASP-class risk
Fix: Add `@login_required` decorator above the route function in utils/flask_rest_api/restapi.py:26.
utils/flask_rest_api/restapi.py:26
#2
Insecure pattern 'eval_used' in benchmarks.py:143
GapSeverity.HIGH Layer.SECURITY score 0.413
Why: high severity · OWASP-class risk
benchmarks.py:143
#3
Insecure pattern 'eval_used' in val.py:282
GapSeverity.HIGH Layer.SECURITY score 0.413
Why: high severity · OWASP-class risk
val.py:282
#4
Insecure pattern 'eval_used' in export.py:1379
GapSeverity.HIGH Layer.SECURITY score 0.413
Why: high severity · OWASP-class risk
export.py:1379
#5
Insecure pattern 'eval_used' in models/yolo.py:390
GapSeverity.HIGH Layer.SECURITY score 0.413
Why: high severity · OWASP-class risk
models/yolo.py:390
#6
Insecure pattern 'eval_used' in models/tf.py:525
GapSeverity.HIGH Layer.SECURITY score 0.413
Why: high severity · OWASP-class risk
models/tf.py:525
#7
Insecure pattern 'eval_used' in models/common.py:514
GapSeverity.HIGH Layer.SECURITY score 0.413
Why: high severity · OWASP-class risk
models/common.py:514
#8
Insecure pattern 'eval_used' in models/experimental.py:107
GapSeverity.HIGH Layer.SECURITY score 0.413
Why: high severity · OWASP-class risk
models/experimental.py:107
#9
Insecure pattern 'eval_used' in classify/val.py:105
GapSeverity.HIGH Layer.SECURITY score 0.413
Why: high severity · OWASP-class risk
classify/val.py:105
#10
Insecure pattern 'exec_used' in utils/general.py:578
GapSeverity.HIGH Layer.SECURITY score 0.413
Why: high severity · OWASP-class risk
utils/general.py:578

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