LuxFilter is a modular filtering system designed for processing and scoring digital assets efficiently. It integrates with the Luxoria ecosystem and provides a pipeline-based approach to apply filtering algorithms to image data.
Modular filtering pipeline with weighted algorithms
Event-driven architecture for processing notifications
Parallelized execution for optimized performance
Error handling for robust processing
LuxFilter ModuleImplements IModule
Handles initialization, execution, and shutdown
Provides logging for module actions
PipelineServiceManages the execution of filtering algorithms
Tracks progress and scores
Uses concurrency for efficiency
IFilterAlgorithmDefines a standard interface for filtering algorithms
Implements a scoring method based on image analysis
ResolutionAlgo: Evaluates the resolution of an image.
SharpnessAlgo: Measures the sharpness level in an image.
BrisqueAlgo: Uses the BRISQUE metric to assess perceptual quality.
Ensure that the Luxoria ecosystem is installed and configured properly.
Your project should reference the necessary LuxFilter libraries.
Implement and register IEventBus for event-driven interactions.
Clone or download the LuxFilter module.
Add the project reference in your Luxoria-based application.
Implement IModule interface in your module system.
Initialize the module using Initialize().
Configure the filtering pipeline using AddAlgorithm().
Pass image data through the Compute() function.
Subscribes to filtering events
Initializes logger and context
Uses AddAlgorithm(IFilterAlgorithm algorithm, double weight) to add algorithms
Ensures the total weight of all algorithms does not exceed 1.0
Processes images using Compute(IEnumerable<(Guid, SKBitmap)> bitmaps)
Applies each algorithm in the workflow to every image
Each image receives a final score based on weighted algorithm outputs
Results are returned as (Guid, double) tuples
Notifies when an image has been processed and scored
Notifies when the pipeline has finished executing
Uses ILoggerService for structured logs
Exception handling ensures robust error reporting
Logs execution times for performance analysis
Uses parallel processing for scoring
Implements concurrent data structures for thread safety
Optimized event-driven execution to reduce overhead
Dynamic algorithm tuning for real-time adjustments
Support for additional image formats
Graphical visualization of scores
LuxFilter provides a scalable and efficient filtering pipeline for processing images in the Luxoria ecosystem. Its modular design, event-driven execution, and parallel processing capabilities make it an ideal choice for large-scale image scoring and analysis.
var luxFilter = new LuxFilter();
luxFilter.Initialize(eventBus, context, logger);
luxFilter.Execute();public void Initialize(IEventBus eventBus, IModuleContext context, ILoggerService logger)public event EventHandler<(Guid, double)> OnScoreComputed;public event EventHandler<TimeSpan> OnPipelineFinished;