Refactor: done phase 3
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- ✅ **Model Caching**: Shared model cache across instances to optimize memory usage
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- ✅ **Dependency Resolution**: Automatically identifies and tracks all model file dependencies
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## 📋 Phase 3: Streaming System
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## ✅ Phase 3: Streaming System - COMPLETED
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### 3.1 Streaming Module (`core/streaming/`)
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- [ ] **Create `readers.py`** - RTSP/HTTP frame readers
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- [ ] Extract `frame_reader` function from `app.py`
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- [ ] Extract `snapshot_reader` function from `app.py`
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- [ ] Add connection management and retry logic
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- [ ] Implement frame rate control and optimization
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- ✅ **Create `readers.py`** - RTSP/HTTP frame readers
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- ✅ Extract `frame_reader` function from `app.py`
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- ✅ Extract `snapshot_reader` function from `app.py`
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- ✅ Add connection management and retry logic
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- ✅ Implement frame rate control and optimization
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- [ ] **Create `buffers.py`** - Frame buffering and caching
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- [ ] Extract frame buffer management from `app.py`
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- [ ] Implement efficient frame caching for REST API
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- [ ] Add buffer size management and memory optimization
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- ✅ **Create `buffers.py`** - Frame buffering and caching
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- ✅ Extract frame buffer management from `app.py`
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- ✅ Implement efficient frame caching for REST API
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- ✅ Add buffer size management and memory optimization
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- [ ] **Create `manager.py`** - Stream coordination
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- [ ] Extract stream lifecycle management from `app.py`
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- [ ] Implement shared stream optimization
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- [ ] Add subscription reconciliation logic
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- [ ] Handle stream sharing across multiple subscriptions
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- ✅ **Create `manager.py`** - Stream coordination
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- ✅ Extract stream lifecycle management from `app.py`
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- ✅ Implement shared stream optimization
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- ✅ Add subscription reconciliation logic
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- ✅ Handle stream sharing across multiple subscriptions
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### 3.2 Testing Phase 3
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- [ ] Test RTSP stream reading and buffering
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- [ ] Test HTTP snapshot capture functionality
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- [ ] Test shared stream optimization
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- [ ] Verify frame caching for REST API access
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- ✅ Test RTSP stream reading and buffering
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- ✅ Test HTTP snapshot capture functionality
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- ✅ Test shared stream optimization
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- ✅ Verify frame caching for REST API access
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### 3.3 Phase 3 Results
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- ✅ **RTSPReader**: OpenCV-based RTSP stream reader with automatic reconnection and frame callbacks
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- ✅ **HTTPSnapshotReader**: Periodic HTTP snapshot capture with HTTPBasicAuth and HTTPDigestAuth support
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- ✅ **FrameBuffer**: Thread-safe frame storage with automatic aging and cleanup
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- ✅ **CacheBuffer**: Enhanced frame cache with cropping support and highest quality JPEG encoding (default quality=100)
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- ✅ **StreamManager**: Complete stream lifecycle management with shared optimization and subscription reconciliation
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- ✅ **Authentication Support**: Proper handling of credentials in URLs with automatic auth type detection
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- ✅ **Real Camera Testing**: Verified with authenticated RTSP (1280x720) and HTTP snapshot (2688x1520) cameras
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- ✅ **Production Ready**: Stable concurrent streaming from multiple camera sources
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- ✅ **Dependencies**: Added opencv-python, numpy, and requests to requirements.txt
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## 📋 Phase 4: Vehicle Tracking System
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