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| Component | Description | |-----------|-------------| | | Real‑ESRGAN v0.3 (modified for 4× upscale) | | Training Data | Mixed‑resolution scene datasets (COCO, DIV2K, custom video frames) – augmented for texture preservation | | Optimization | TensorRT INT8 quantization for inference speed, batch size = 1 (real‑time) | | Post‑Processing | Edge‑enhancement filter + adaptive sharpening; optional “artistic” style toggle for creative users | lisa lipps golden lipps full sceneupscale free