Abstract With the rise of online shopping due to the COVID-19 pandemic. Recommender Systems have become increasingly important in providing personalized product recommendations. Recommender Systems face the challenge of efficiently extracting relevant items from vast data. Numerous methods using deep learning approaches have been developed to classify fashion images. https://thebrickes.shop/product-category/heater/