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PaveSAM: Zero-Shot Segmentation for Pavement by yogiphd123 is a document available to read on EtoBox.

What is PaveSAM: Zero-Shot Segmentation for Pavement about?

The document introduces PaveSAM, a zero-shot segmentation model designed for efficient pavement distress analysis using bounding box prompts, significantly reducing labeling efforts and costs. By fine-tuning the Segment Anything Model (SAM) with only 180 images, PaveSAM demonstrates superior performance in segmenting various types of pavement distresses compared to existing models. This research contributes to automated pavement monitoring by enhancing the availability of diverse datasets and facilitating i

Author

yogiphd123

Language

EN