mrdbourke/airbnb-amenity-detection
Repo for 42 days project to replicate/improve Airbnb's amenity (object) detection pipeline.
This project helps anyone in the hospitality industry, such as property managers or rental advertisers, automatically identify key amenities in property photos. You input images of rental properties, and it outputs a list of detected items like fireplaces or beds. This is designed for property listers, marketers, or data analysts in real estate.
172 stars. No commits in the last 6 months.
Use this if you need to quickly and consistently catalog amenities from property images to enhance listings or analyze property features at scale.
Not ideal if you require highly specialized object detection for niche items beyond common household amenities or need to detect amenities in very low-quality images.
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Last pushed
Aug 30, 2024
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