v1.1.0

Added

• Parallelization System: User-configurable CPU cores via --cpu parameter
  • Default auto mode (0) uses 80% of available cores
  • Users can specify exact number of cores to use
  • Automatically caps at maximum available cores
  • Centralized multiprocessing in Analysis base class
• Configurable Parameters: Exposed 32+ adjustable parameters across all analyses via CLI
  • Segmentation: 8 parameters including conf, iou, row_tolerance, and visualization options
  • StarchArea: 3 parameters including starch_threshold, blur_kernel, mask_alpha
  • BlushColor: 8 parameters including fruit_threshold, colors, and text positioning
  • SuperficialScald: 6 parameters including morph_kernel, thresholds, and blur settings
  • PeelColor: 7 parameters including purple_threshold and lightness/green/yellow ranges
• Confidence Threshold: Added --conf parameter to segmentation analysis for detection sensitivity control
• Developer's Guide: Comprehensive developer documentation (2,694+ lines)
  • Step-by-step guide for adding new analysis modules
  • Step-by-step guide for adding new interfaces
  • Complete API reference for all core classes
  • Full working example of bruise detection analysis
• User Documentation:
  • Comprehensive adjustable parameters reference in docs/users_guide/adjustable_parameters.rst
  • Complete CLI parameter documentation for all 5 analyses
• Test Coverage: Extensive test suite additions
  • Tests for BlushColor analysis (0% → 72% coverage)
  • Tests for PeelColor analysis (0% → 43% coverage)
  • Tests for SuperficialScald analysis (0% → 48% coverage)
  • Tests for YoloModel and Scheduler
  • Comprehensive tests for Value types and Image classes
  • Total tests increased from 48 to 54
  • Overall coverage increased from 43% to 59% (+16%)

Changed

• Refactored all child analyses to use new _preRun() and _postRun() pattern
• Renamed _rateImageInstance() to _processImage() for clarity across analyses
• Improved FileDirValue structure: moved directory creation to setValue() method
• Eliminated ~90 lines of duplicated parallelization code across analyses
• Cleaned up validation architecture across Value types

Fixed

• Critical: Fixed FileDirValue validation bug that caused crashes during segmentation initialization
  • Directory is now created before validation instead of after
• Critical: Fixed FileNameValue circular validation logic preventing model name resolution
  • Value is set before validation to allow model names that aren't file paths yet
• Fixed zero-padding for fruit and tray numbering in segmentation output
  • Format changed from _fruit_1, _fruit_10 to _fruit_01, _fruit_10
  • Ensures proper lexicographic sorting in CSV and file listings
• Fixed zero-padding for starch demo image numbering
• Fixed various test failures on dev branch