Search Results for author: Kuang-Ming Wu

Found 2 papers, 0 papers with code

Progressive Alignment with VLM-LLM Feature to Augment Defect Classification for the ASE Dataset

no code implementations8 Apr 2024 Chih-Chung Hsu, Chia-Ming Lee, Chun-Hung Sun, Kuang-Ming Wu

In this work, we propose the special ASE dataset, including rich data description recorded on image, for defect classification, but the defect feature is uneasy to learn directly.

Classification Language Modelling +1

OCR is All you need: Importing Multi-Modality into Image-based Defect Detection System

no code implementations18 Mar 2024 Chih-Chung Hsu, Chia-Ming Lee, Chun-Hung Sun, Kuang-Ming Wu

To address this, we introduce an external modality-guided data mining framework, primarily rooted in optical character recognition (OCR), to extract statistical features from images as a second modality to enhance performance, termed OANet (Ocr-Aoi-Net).

Decision Making Defect Detection +2

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