ChessPrism/cline_docs/activeContext.md

Active Context

Current Task

• Fixed model integration issues
• Updated code to match model categories
• Simplified classification system

Recent Changes

1. SquareClassification.swift:

   • Exact category mapping:

     white_pawn, white_knight, white_bishop, white_rook, white_queen, white_king,
     black_pawn, black_knight, black_bishop, black_rook, black_queen, black_king
     

   • Default to empty square for unrecognized labels
   • Removed background variations from labels

2. PieceRecognizer.swift:

   • Using VNCoreMLModel consistently
   • Simplified error handling
   • Removed unnecessary piece counting
   • Using Vision framework for classification

Next Steps

1. Test model integration:
   • Verify model loads correctly
   • Check classification accuracy
   • Monitor confidence levels

Current Issues

Fixed:

• Model pipeline error
• Category mismatches
• Classification handling