ChessPrism/cline_docs/activeContext.md
2025-01-13 12:42:20 -06:00

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# 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:
```swift
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