In this study. we present an advanced electronic component classification system with an exceptional classification accuracy exceeding 99% using state-of-the-art deep learning architectures. We employed EfficientNetV2B3. EfficientNetV2S. https://unitedssports.shop/product-category/clothing-womens-tops-hoodies/