Clean push: Removed heavy files & added only latest snapshot

qt_app_pyside1/README.md

@@ -0,0 +1,74 @@
+# PySide6 Traffic Monitoring Dashboard (Advanced)
+
+## Features
+
+- Real-time video detection (OpenVINO, YOLO)
+- Drag-and-drop video/image, webcam, RTSP
+- Live overlays (bounding boxes, labels, violations)
+- Analytics: trends, histograms, summary cards
+- Violations: searchable, filterable, snapshot preview
+- Export: CSV/JSON, config editor, reload/apply
+- Sidebar: device, thresholds, toggles, dark/light mode
+- Performance overlay: CPU, RAM, FPS, backend
+- Modern UI: QSS, icons, rounded corners, animations
+
+## Structure
+
+```
+qt_app_pyside/
+├── main.py
+├── ui/
+│   ├── main_window.py
+│   ├── live_tab.py
+│   ├── analytics_tab.py
+│   ├── violations_tab.py
+│   ├── export_tab.py
+│   └── config_panel.py
+├── controllers/
+│   ├── video_controller.py
+│   ├── analytics_controller.py
+│   └── performance_overlay.py
+├── utils/
+│   ├── helpers.py
+│   └── annotation_utils.py
+├── resources/
+│   ├── icons/
+│   ├── style.qss
+│   └── themes/
+│       ├── dark.qss
+│       └── light.qss
+├── config.json
+├── requirements.txt
+```
+
+## Usage
+
+1. Install requirements: `pip install -r requirements.txt`
+
+2. Run the application (several options):
+   - **Recommended**: Use the enhanced controller: `python run_app.py`
+   - Standard mode: `python main.py`
+
+## Enhanced Features
+
+The application now includes an enhanced video controller that is automatically activated at startup:
+
+- ✅ **Async Inference Pipeline**: Better frame rate and responsiveness
+- ✅ **FP16 Precision**: Optimized for CPU performance
+- ✅ **Separate FPS Tracking**: UI and detection metrics are tracked separately
+- ✅ **Auto Model Selection**: Uses optimal model based on device (yolo11n for CPU, yolo11x for GPU)
+- ✅ **OpenVINO Embedder**: Optimized DeepSORT tracking with OpenVINO backend
+
+## Integration
+
+- Plug in your detection logic from `detection_openvino.py` and `violation_openvino.py` in the controllers.
+- Use `config.json` for all parameters.
+- Extend UI/controllers for advanced analytics, export, and overlays.
+
+## Troubleshooting
+
+If you encounter import errors:
+
+- Try running with `python run_app.py` which handles import paths automatically
+- Ensure you have all required dependencies installed
+- Check that the correct model files exist in the openvino_models directory