Optimize detection performance for various hardware configurations #5
Description
Implement performance optimizations to ensure smooth operation across different hardware setups, from edge devices to high-end workstations.
Acceptance Criteria:
- Automatic hardware detection and optimization
- Multi-threading for video processing
- Memory usage optimization
- Batch processing capabilities
- FPS monitoring and adjustment
- Low-power mode for edge devices
- Benchmark testing suite