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Case Study: Ensemble Decision-Based Annotation of Unconstrained Real Estate Images
We describe a proof-of-concept for annotating real estate images using simple iterative rule-based semi-supervised learning.
Real Estate Attribute Prediction from Multiple Visual Modalities with Missing Data
Furthermore, the fusion of information from indoor and outdoor photos results in a performance boost of up to 5% in Macro F1-score.
Visual Estimation of Building Condition with Patch-level ConvNets
The condition of a building is an important factor for real estate valuation.
Automatic Prediction of Building Age from Photographs
We present a first method for the automated age estimation of buildings from unconstrained photographs.
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