Immvision

D 52 completed
Library
unknown / cpp · small
108
Files
24,726
LOC
0
Frameworks
7
Languages

Pipeline State

completed
Run ID
#371852
Phase
done
Progress
1%
Started
Finished
2026-04-13 01:31:02
LLM tokens
0

Pipeline Metadata

Stage
Skipped
Decision
skip_scaffold_dup
Novelty
49.33
Framework unique
Isolation
Last stage change
2026-04-16 18:15:42
Deduplication group #48631
Member of a group with 1 similar repo(s) — canonical #8906 view group →
Top concepts (1)
Project Description
Repobility (the analyzer behind this table) · https://repobility.com

AI Prompt

Create a standalone image debugger and viewer for C++ projects, similar to ImmVision. The tool should allow developers to visually debug images either during execution or post-mortem. The core functionality should involve a simple API call, like `ImmVision::ImmDebug(const cv::Mat & image, const std::string & legend)`, which captures the image. The system should ideally be pluggable, requiring minimal integration into the main C++ code, and it must rely on OpenCV for image handling.
cpp opencv image-processing debugger cpp-project cv::mat standalone
Generated by gemma4:latest

Catalog Information

ImmVision is an image debugger and viewer for C++ projects, allowing developers to visually debug images during execution or post-mortem.

Description

ImmVision is a tool that enables developers to visually debug images in their C++ projects. It includes an advanced image debugger called ImmDebug, which can be easily plugged into existing projects. The debugger allows users to add calls to ImmVision::ImmDebug in their code, and then view the debugged images using the external application immdebug_viewer. This tool is useful for developers working with image processing algorithms, as it provides a simple way to visualize and analyze the output of these algorithms.

الوصف

هو أداة تسمح للمطورين بالمراقبة المرئية للصور في مشاريعهم C++. يحتوي ImmVision على محدد صورة متقدم يسمى ImmDebug، والذي يمكن دمجه بسهولة في المشاريع الموجودة. يتيح للمستخدمين إضافة استدعاءات إلى ImmVision::ImmDebug في كودهم، ثم رؤية الصور المحسنة باستخدام التطبيق الخارجي immdebug_viewer. هذه الأداة مفيدة للمطورين الذين يعملون مع خوارزميات معالجة الصور، حيث توفر طريقة بسيطة للرؤية والتحليل للخروجات من هذه الخوارزميات.

Novelty

7/10

Tags

image-debugger viewer c++-projects visual-debugging post-mortem-debugging

Claude Models

claude-opus-4.6

Quality Score

D
51.6/100
Structure
46
Code Quality
52
Documentation
57
Testing
15
Practices
64
Security
90
Dependencies
60

Strengths

  • CI/CD pipeline configured (github_actions)
  • Consistent naming conventions (snake_case)
  • Good security practices \u2014 no major issues detected

Weaknesses

  • No LICENSE file \u2014 legal ambiguity for contributors
  • No tests found \u2014 high risk of regressions
  • 1 files with critical complexity need refactoring
  • Potential hardcoded secrets in 1 files
  • 2727 duplicate lines detected \u2014 consider DRY refactoring
  • 10 'god files' with >500 LOC need decomposition

Recommendations

  • Add a test suite \u2014 start with critical path integration tests
  • Add a linter configuration to enforce code style consistency
  • Add a LICENSE file (MIT recommended for open source)
  • Move hardcoded secrets to environment variables or a secrets manager
  • Address 37 TODO/FIXME items \u2014 consider tracking them as issues

Security & Health

18.8h
Tech Debt (B)
A
OWASP (100%)
PASS
Quality Gate
A
Risk (2)
Repobility · MCP-ready · https://repobility.com
Unknown
License
80.7%
Duplication
Full Security Report AI Fix Prompts SARIF SBOM

Languages

cpp
75.3%
c
17.3%
python
5.1%
markdown
0.8%
text
0.8%
shell
0.5%
yaml
0.1%

Frameworks

None detected

Concepts (1)

Source: Repobility analyzer (https://repobility.com)
CategoryNameDescriptionConfidence
Want fix-PRs on findings? Install Repobility's GitHub App · github.com/apps/repobility-bot
auto_descriptionProject DescriptionImmVision (a.k.a Immediate Vision) is an image debugger and viewer.80%

Quality Timeline

1 quality score recorded.

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