An end-to-end deep learning system for automated PCB defect detection that combines computer vision with domain expertise. This project demonstrates the practical application of AI in industrial ...

Based on the results in Table 4, to comprehensively assess the practical utility of the proposed Tea-DETR model for tea-grade classification, we benchmarked it against several representative object ...

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For example, the RT-DETR model ( Zhao et al., 2024 ) achieves a balance between high accuracy and fast inference through an efficient attention mechanism. However, directly applying such ...