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PROJECT_SPECS.md
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# Technical Specifications: Spatial Image Enhancer Pro
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## Backend Architecture
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- **Framework:** Django REST Framework (DRF).
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- **Core Libraries:** OpenCV (image I/O), NumPy (matrix math), Redis (message broker).
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- **Processing Logic:** Images are received as Base64/Multipart, processed via NumPy vectorization, and returned for real-time display.
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## Frontend Architecture
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- **Framework:** React.js (SPA).
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- **State Management:** Local state for real-time slider values (Gamma, Mask Size, Thresholds).
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- **Visualization:** Dual-pane view (Original vs. Processed) with live Histogram charts using `Recharts`.
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- **UI Logic:** Debounced API calls (300ms) to ensure smooth user interaction during slider movement.
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## Deployment Stack (Dockerized)
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- **Orchestration:** `docker-compose` for multi-container coordination.
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- **Web Server/Proxy:** **Caddy** for automatic SSL retrieval and reverse proxying.
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- **Async Workers:** **Celery** for processing large batches or image averaging sequences [7, 25, 26].
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- **Storage:** Short-term frame buffers for active processing sessions [27].
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