60 lines
1.3 KiB
Markdown
60 lines
1.3 KiB
Markdown
# Product Overview
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ChessPrism is a macOS application that captures and analyzes chess positions from the screen in real-time.
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## Core Features
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1. Board Detection
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- Automatic chessboard location
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- Perspective and size handling
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- Multi-board support planned
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2. Piece Recognition
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- ML-based piece classification
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- Empty square detection
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- Position-aware confidence adjustments
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3. Position Analysis
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- FEN string generation
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- Position validation
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- Move tracking (planned)
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## Current Challenges
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### Recognition Features
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1. Empty Square Detection
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- Explicit empty_dark/empty_light classes
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- Direct square color recognition
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- High confidence classification
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2. Piece Recognition
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- Accurate piece type detection
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- Color differentiation
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- Position-aware confidence
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3. Performance Optimization
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- Fast-path empty detection
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- Efficient classification flow
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- Resource-aware processing
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## Future Improvements
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### Short Term
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1. Recognition Enhancement
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- Fine-tune confidence thresholds
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- Validate square colors
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- Improve error messages
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2. Position Analysis
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- Move validation
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- Game state tracking
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- Historical context
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### Long Term
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1. Advanced Features
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- Move detection
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- Game recording
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- Multiple board styles
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2. User Experience
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- Confidence visualization
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- Manual corrections
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- Custom training
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