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The Neural Radiance Fields (NeRF) Augmented Reality Agricultural Analytics System is an innovative computer vision solution designed for advanced monitoring of both aquaculture and plant cultivation in smart farming environments. The system employs multiple fixed cameras to capture multi-view images that are processed through NeRF algorithms to generate detailed 3D representations of both growing plants and fish populations, enabling precise volumetric analysis without physical intervention. For plant analytics, the system tracks growth patterns, leaf density, plant height, and early disease indicators through detailed 3D reconstructions, while in aquaculture environments, it accurately counts and measures fish populations by processing complex overlapping scenes in turbid water conditions through novel view synthesis capabilities.