Airbnb Technology Team
Dec 8, 2023 · Artificial Intelligence
Leveraging Image Aesthetics and Photo Sorting Algorithms to Enhance Airbnb Listings
Airbnb’s new computer‑vision pipeline trains a deep‑learning aesthetic model with an EMD loss to rank photos, automatically sorts new‑listing images by design and room type, and scales real‑time similarity search via HNSW‑based ANN on AWS OpenSearch, boosting click‑through, bookings, and enabling unsupervised visual recommendations.
AirbnbDeep LearningEmbedding Search
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