---
name: Feature Request
about: Suggest an idea for NowYouSeeMe
title: '[FEATURE] '
labels: ['enhancement', 'needs-triage']
assignees: ''
---

## 🚀 Feature Description

A clear and concise description of the feature you'd like to see implemented.

## 🎯 Use Case

Describe how this feature would be used and what problem it solves:

- **Problem**: What problem does this feature solve?
- **Solution**: How does this feature address the problem?
- **Users**: Who would benefit from this feature?
- **Impact**: What would be the impact of implementing this feature?

## 💡 Proposed Implementation

If you have ideas on how this could be implemented, please describe them:

### Technical Approach
```python
# Example implementation approach
class NewFeature:
    def __init__(self, config: FeatureConfig):
        self.config = config
    
    def process_data(self, data: InputData) -> OutputData:
        # Implementation details
        pass
```

### API Design
```python
# Example API usage
from src.new_module import NewFeature

feature = NewFeature(config)
result = feature.process_data(input_data)
```

### Configuration
```json
{
  "new_feature": {
    "enabled": true,
    "parameter1": "value1",
    "parameter2": "value2"
  }
}
```

## 🔄 Alternatives Considered

What other solutions have you considered? Please include:

- **Alternative 1**: Description and why it wasn't chosen
- **Alternative 2**: Description and why it wasn't chosen
- **No implementation**: What happens if this feature isn't implemented

## 📊 Priority Assessment

### Impact
- **User Impact**: [High/Medium/Low] - How many users would benefit?
- **Technical Impact**: [High/Medium/Low] - How complex is the implementation?
- **Performance Impact**: [High/Medium/Low] - How does it affect system performance?

### Effort Estimation
- **Development Time**: [1-2 weeks, 1-2 months, 3+ months]
- **Testing Effort**: [Low/Medium/High]
- **Documentation Effort**: [Low/Medium/High]

## 🎯 Success Criteria

Define what success looks like for this feature:

- [ ] **Functional Requirements**
  - [ ] Feature works as described
  - [ ] Integrates with existing system
  - [ ] Maintains performance targets

- [ ] **Non-Functional Requirements**
  - [ ] Latency remains <20ms
  - [ ] Accuracy remains <10cm
  - [ ] Frame rate remains 30-60 FPS

- [ ] **User Experience**
  - [ ] Intuitive user interface
  - [ ] Clear documentation
  - [ ] Backward compatibility

## 🔧 Technical Requirements

### Hardware Requirements
- **GPU**: [Required/Optional/Not needed]
- **Camera**: [Required/Optional/Not needed]
- **WiFi**: [Required/Optional/Not needed]
- **Additional Hardware**: [List any additional requirements]

### Software Requirements
- **Dependencies**: [List any new dependencies]
- **Platform Support**: [Windows/Linux/macOS/All]
- **Python Version**: [3.8+/3.9+/3.10+/All]

### Integration Points
- **Camera Module**: [Yes/No] - Integration with camera capture
- **RF Module**: [Yes/No] - Integration with WiFi CSI
- **SLAM Processing**: [Yes/No] - Integration with SLAM algorithms
- **Rendering Engine**: [Yes/No] - Integration with 3D rendering
- **Azure Integration**: [Yes/No] - Integration with cloud services

## 📋 Implementation Plan

### Phase 1: Core Implementation
- [ ] Design API interface
- [ ] Implement core functionality
- [ ] Add unit tests
- [ ] Basic integration

### Phase 2: Integration
- [ ] Integrate with existing modules
- [ ] Add configuration options
- [ ] Performance optimization
- [ ] Integration tests

### Phase 3: Polish
- [ ] User interface updates
- [ ] Documentation
- [ ] Performance testing
- [ ] User acceptance testing

## 🧪 Testing Strategy

### Unit Tests
```python
class TestNewFeature:
    def test_basic_functionality(self):
        """Test basic feature functionality"""
        feature = NewFeature(config)
        result = feature.process_data(test_data)
        assert result is not None
    
    def test_performance_requirements(self):
        """Test performance meets requirements"""
        # Performance test implementation
```

### Integration Tests
```python
class TestNewFeatureIntegration:
    def test_integration_with_existing_modules(self):
        """Test integration with existing system"""
        # Integration test implementation
```

### Performance Tests
```python
class TestNewFeaturePerformance:
    def test_latency_requirements(self):
        """Test latency remains under 20ms"""
        # Latency test implementation
```

## 📚 Documentation Requirements

### User Documentation
- [ ] Feature overview and benefits
- [ ] Installation and setup instructions
- [ ] Configuration options
- [ ] Usage examples
- [ ] Troubleshooting guide

### Developer Documentation
- [ ] API reference
- [ ] Architecture integration
- [ ] Development guidelines
- [ ] Testing procedures

## 🔄 Migration Strategy

### Backward Compatibility
- [ ] Existing configurations continue to work
- [ ] Existing APIs remain functional
- [ ] No breaking changes to user workflows

### Upgrade Path
- [ ] Automatic migration of existing data
- [ ] Clear upgrade instructions
- [ ] Rollback procedures if needed

## 📊 Metrics and Monitoring

### Success Metrics
- **Adoption Rate**: Percentage of users enabling the feature
- **Performance Impact**: Change in system latency/accuracy
- **User Satisfaction**: Feedback and ratings
- **Bug Reports**: Number of issues related to the feature

### Monitoring Points
- [ ] Feature usage statistics
- [ ] Performance impact monitoring
- [ ] Error rate tracking
- [ ] User feedback collection

## 💰 Resource Requirements

### Development Resources
- **Developer Time**: [X weeks/months]
- **Testing Time**: [X weeks/months]
- **Documentation Time**: [X weeks/months]

### Infrastructure Resources
- **Compute**: [CPU/GPU requirements]
- **Storage**: [Additional storage needs]
- **Network**: [Bandwidth requirements]

## 🎯 Acceptance Criteria

- [ ] **Functional**
  - [ ] Feature implements all described functionality
  - [ ] Integrates seamlessly with existing system
  - [ ] Maintains system performance targets

- [ ] **Quality**
  - [ ] Comprehensive test coverage (>80%)
  - [ ] No critical bugs or security issues
  - [ ] Performance benchmarks met

- [ ] **User Experience**
  - [ ] Intuitive and easy to use
  - [ ] Well-documented and supported
  - [ ] Positive user feedback

## 📝 Additional Context

Any other context, examples, or information that might be helpful:

- **Related Issues**: Links to related feature requests or bugs
- **Research**: Links to relevant papers or implementations
- **Examples**: Links to similar features in other projects
- **Mockups**: UI/UX mockups or wireframes

---

**Before submitting:**
- [ ] I have searched existing issues to avoid duplicates
- [ ] I have provided comprehensive information about the feature
- [ ] I have considered the impact on existing functionality
- [ ] I have outlined a clear implementation plan