Visual similarity search
Not all features of a property are caught in tabular data. For finding reference objects, we now support visual search which can be added as a weight
Last updated
Not all features of a property are caught in tabular data. For finding reference objects, we now support visual search which can be added as a weight
Last updated
Input "visual_similarity": 1 to activate the function.
Add a custom weight from 0.1 to 1 to determine the impact of sorting the results with 0.5 as default: "weight_visualsimilarity": 0.5.
Input an image for the target object via example “url”: “https://house.image/facade-house.jpg”.
Optionally adjust the other weights to improve the sorting of visual similar properties. When only interested in the visual similarity of the reference objects, set the rest of the weights to zero: "weight_innersurfacearea" : 0, "weight_buildyear" : 0, "weight_transactiondate" : 0, "weight_distance" : 0.
The reference objects are sorted based on the calculated weight
Per reference object, additional information is returned:
Image: The facade image of the reference objects is added per reference object when known: “Image”: “https://house.image/house.jpg”.
Visual similarity score: “VisualSimilarityScore”: 82.425.