title: Content-based Image Retrieval
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type: community
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group: Ranking & Scoring
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image: /static/templates/content-based-image-search.png
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details: |
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<h1>Select images related to the query image</h1>
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<dl>
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<dt>Industry Applications</dt>
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<dd>e-commerce search, stock photo platforms, medical imaging, forensic analysis, art history research, fashion search, reverse image search, copyright detection, product discovery, visual shopping, museum collections, digital asset management</dd>
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<dt>Associated Models</dt>
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<dd>convolutional neural networks, CLIP, ResNet features</dd>
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<dt>Domain Terminology</dt>
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<dd>visual similarity, feature extraction, visual search, image similarity, perceptual hashing, visual features, image embeddings</dd>
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</dl>
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config: |
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<View>
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<Image name="query" value="$query_image" />
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<Header value="Choose similar images:" />
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<View style="display: grid; column-gap: 8px; grid-template: auto/1fr 1fr 1fr">
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<Image name="image1" value="$image1" />
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<Image name="image2" value="$image2" />
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<Image name="image3" value="$image3" />
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</View>
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<Choices name="similar" toName="query" required="true" choice="multiple">
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<Choice value="One" />
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<Choice value="Two" />
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<Choice value="Three" />
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</Choices>
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<Style>
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[dataneedsupdate]~div form {display: flex}
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[dataneedsupdate]~div form>* {flex-grow:1;margin-left:8px}
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</Style>
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</View>
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