UPIQAL is a 100% automated Full-Reference Image Quality Assessment (FR-IQA) framework. It synthesizes deep feature statistics, probabilistic uncertainty, and spatial heuristics to replace human MOS and output spatially localized diagnostic heatmaps for visual artifacts.
computer-vision deep-learning pytorch optimal-transport anomaly-detection machine-learning-algorithm image-quality-assessment computer-vision-opencv anomaly-detection-algorithm generative-ai fr-iqa visual-artifacts
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Updated
Apr 19, 2026 - Python