opencv/opencv

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• Code for readabilityPrioritize human readability when writing code. Split complex expressions into steps with meaningful variable names. Extract repeated log...

  opencv/opencv Code Style C++ ml-systems 2025-06-27

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• Consistent descriptive namingUse clear, descriptive names that follow consistent patterns established in the codebase and broader programming standards. This includes...

  opencv/opencv Naming Conventions Other ml-systems 2025-05-17

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• Use proper assertionsWrite tests with proper assertions to ensure reliability and maintainability. Follow these guidelines: 1. **Check for empty data** before...

  opencv/opencv Testing C++ ml-systems 2025-06-02

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• Use optimized functionsWhen implementing algorithms, prefer using OpenCV's built-in optimized functions over writing custom implementations. OpenCV's library fu...

  opencv/opencv Algorithms C++ ml-systems 2025-04-28

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• Cross-platform API design rulesDesign public APIs to work seamlessly across different programming languages and platforms. Follow these key principles: 1. Use platform-...

  opencv/opencv API Other ml-systems 2025-07-02

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• Clear API contractsDesign APIs with clear contracts that behave exactly as their names and signatures suggest. Functions should do precisely what they claim...

  opencv/opencv API C++ ml-systems 2025-07-01

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• Use OpenCV error mechanismsAlways use OpenCV's built-in error handling mechanisms instead of C++ exceptions or custom error handling. This ensures consistent error ...

  opencv/opencv Error Handling C++ ml-systems 2025-06-18

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• Prevent null vulnerabilitiesUse container classes and smart pointers instead of manual memory allocation to prevent null pointer dereferences and memory leaks. **Ins...

  opencv/opencv Null Handling C++ ml-systems 2024-12-21

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• Optimize memory allocation patternsPrefer efficient memory allocation patterns to improve performance. Key practices: 1. Use RAII containers (like Mat) instead of raw point...

  opencv/opencv Performance Optimization C++ ml-systems 2025-06-17

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• Guard optional dependenciesConfiguration management requires careful handling of optional dependencies in both build scripts and source code. Always guard code that...

  opencv/opencv Configurations Other ml-systems 2025-05-20

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• Optimize container accessChoose efficient container types and optimize access patterns in performance-critical code. Avoid operations that cause hidden allocation...

  opencv/opencv Performance Optimization Other ml-systems 2025-05-17

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• Maintain code consistencyKeep code clean and consistent with established project conventions. This includes: 1. Follow existing formatting style in files: ```cpp ...

  opencv/opencv Code Style Other ml-systems 2025-04-02

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• Optimize for common casesWhen implementing algorithms, create specialized versions for common cases to improve performance, while maintaining a generic version fo...

  opencv/opencv Algorithms Other ml-systems 2025-05-13

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• Document properly with referencesAlways separate code from documentation and use proper referencing techniques. Documentation should be in markdown files when extensive, ...

  opencv/opencv Documentation Other ml-systems 2025-05-05

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• Framework synchronization practicesWhen implementing concurrent code, always use the framework''s provided synchronization primitives rather than direct language features. ...

  opencv/opencv Concurrency C++ ml-systems 2025-04-02

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• Validate tensor dimensionsWhen implementing AI model inference code, always validate tensor dimensions and shapes before manipulating them. Neural network outputs ...

  opencv/opencv AI C++ ml-systems 2025-06-10

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• Feature flag conventionEstablish a consistent pattern for feature flags and dependency management in configuration files: 1. Use `WITH_*` or `OPENCV_ENABLE_*` v...

  opencv/opencv Configurations Txt ml-systems 2025-05-26

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• Meaningful semantic namingChoose names that clearly communicate purpose and follow consistent patterns across the codebase: 1. Use generic function names when the ...

  opencv/opencv Naming Conventions Python ml-systems 2025-04-18

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• Cleanup before errorsAlways ensure all resources are properly released before raising errors to prevent resource leaks. This practice is essential for maintai...

  opencv/opencv Error Handling Other ml-systems 2025-03-24

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• Maintain build compatibilityWhen modifying build scripts or configurations, ensure compatibility across all supported environments and properly test changes through ...

  opencv/opencv CI/CD Txt ml-systems 2025-06-10

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• Document configuration version requirementsMake build configuration options explicit and document their version dependencies. When introducing configuration parameters that are ver...

  opencv/opencv Configurations Python ml-systems 2025-04-18

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• Thread-safe resource cleanupWhen implementing resource cleanup in concurrent applications, avoid using deprecated finalizers and instead use PhantomReference-based c...

  opencv/opencv Concurrency Java ml-systems 2025-03-17

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• Check nulls directlyCheck objects directly for null/empty state instead of using separate tracking variables. Always perform null checks early in your functi...

  opencv/opencv Null Handling Other ml-systems 2025-01-10

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