Image Similarity Search
Visual Search in Fashion
Fashion e-shops and comparator sites often display related products on each item page. Ximilar provides similarity search solutions enabling them to show these product recommendations, i.e., visually similar items, automatically due to image similarity API.
How does image similarity search work? Your collection is uploaded to Ximilar cloud, where our neural networks process and analyze your images. An image similarity API call then provides the most similar images to a product in a particular category. We constantly update our visual similarity search for fashion. Our powerful visual AI can search millions of items in a fraction of a second.
Given Product

Capabilities
- 10s of Millions of Product Images
- Results available in 100s of milliseconds
Visually Similar Products











Similar Photos & Search by Image
E-shops, stock photo agencies and big data collections typically browse their collections with tags, labels and other attributes. Ximilar, on the other hand, focuses specifically on the visual data and analyzes every image in detail, using visual AI and machine learning. With visual search, your customers can see product recommendations they would never get by attribute filters.
This way, you can also implement reverse image search (also search by image). In this case, the query is an uploaded external image, used for a reverse search for the same or similar images in your collection. Our best image similarity models are built and tuned especially for fashion products and generic images, and we add new ones based on the customers’ requests.
Uploaded Photo

Capabilities
- 10s of Millions of Images
- Results available in 100s of milliseconds
Visually Similar Imagery












How is the Image Similarity Analyzed?
Ximilar measures the mutual similarity of images from several viewpoints – semantic content (what is on the image), color impression, keywords & tags, etc. For specific areas, like fashion, our similarity model learns from hundreds of thousands of pairs of similar fashion products. We can also create a specific similarity function or a custom image search AI for you – just talk to us about your use case.
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