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Trendyol Artificial Intelligence Model: Innovative 3 AI For E-Commerce

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Masqot CommunityCreator

September 14, 2025

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wp:paragrap h Turkey’s leading companies in e-commerce sector Home Rendyol a big step to contribute to the technology world. With the rise in today’s world of artificial intelligence, the competition in this area continues to increase. Trendyol can be called artificial intelligence model as open source and solidified its place in the sector. On the source, image processing The product introduction is committed to being fast and effective in operations such as visual similarities. /wp:paragrap h wp:head g El Ele with Trendyol Image World /wp:headin g wp:paragrap h Trendyol, which has great share in the e-commerce world, artificial intelligence models Home Hugging Face Offers access via. The models were developed to help in image processing and other processes. Here are the developed Trendyol artificial intelligence models: /wp:paragrap h wp:heading {"level":3} DinoV2 Image Similarity Model /wp:headin g wp:paragrap h Home Rendyol is located among artificial intelligence models DinoV2 Image Similarity It stands out to be specially developed in e-commerce field. The product offers a powerful tool in both visual search and recommendation systems by providing high accuracy in the capture of similarity through visuals. Model, ArcFace-based 256-dimensional embed g Thanks to its production, the similarities between the products are very sensitive. In addition, tests made ~0.89 score in cosine similarity demonstrates that it provides effective performance in practice. Open source Apache 2.0 license It is possible to freely use under sharing, research and commercial applications. /wp:paragrap h wp:heading {"level":3} E‐Commerce Product Image Encoder Model /wp:headin g wp:paragrap h E‐Commerce Product Image Encoder The model stands out with its specially developed architecture for e-commerce images. Thanks to 512-dimensional embeddings, the similarities between the products are precisely detected. Duplicate detection offers high performance in similar product search and recommendation systems. Open source and CC-BY-SA 4.0 license with both research and flexibility in commercial use. /wp:paragrap h wp:heading {"level":3} Background Removal Model /wp:headin g wp:paragrap h Trendyol is an artificial intelligence model Background Removal (IS‐Net) model In fashion and portrait photographs, it stands out with the back plan cleaning, precisely segmenting people. Trendyol is trained with a large-scale visual data set, it is possible to provide clean and professional product presentations in e-commerce catalogs. The model can be used effectively in profile photos and virtual try-on applications. Open source and CC-BY-SA 4.0 license It provides flexibility in sharing, research and commercial use. /wp:paragrap h wp:paragrap h The entire Trendyol artificial intelligence model has emerged in line with the needs of the sector for a long time. This model of the company offers the sector as open source and contributes to this field. /wp:paragrap h wp:head g Trendyol Open Source Sundu /wp:headin g wp:paragrap h Trendyol shared artificial intelligence models as open source. In the statement made from the company, Trendyol Group Head of Data Science Dr. Tolga Ahmet Tincı said: Home We do not only depend on the ready-made solutions to solve the challenges such as catalog quality, moderation, and the meaningal representation of products; these models are developing according to our own needs and use our live systems made in millions of transactions. ” /wp:paragrap h wp:paragrap h From this statement, Trendyol artificial intelligence model carries not only for a commercial benefit, but also to contribute to the technology community. The system of consumers with the same needs or problems with open source is aimed to use common. Also, Trendyol has the opportunity to reach different potential in the global world, not only on its own platforms. /wp:paragrap h wp:paragrap h The artificial intelligence models that Trendyol broadcast as open source began to bring voice in e-commerce field. With visual-oriented solutions, DinoV2 Image Similarity has the opportunity to customize E‐Commerce Product Image Encoder and Background Removal models. Trendyol, which creates an accessible infrastructure, has taken an important step with this move. Trendyol’s open source to share models and prove that it’s ready for collaborations. /wp:paragrap h wp:paragrap h /wp:paragrap h

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