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Making the Discrete Continuous: Synthetic RAW Augmentations for Fine-Grained Evaluation of Person Detection Performance in Low Light

Pais, Valeria et al.
arXiv (OAI Expanded) · Papers
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artificial-intelligencecomputer-vision-and-pattern-recognitionmachine-learningoptics
Real-world deployment of AI vision models is both fueled and limited by the data available for training and testing. Real datasets are sparse and uneven: long-tailed or unbalanced distributions hinder generalization, and the low number of samples in low density regions makes it hard to run evaluatio
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