Room Types Embedding Classifier

General Information

Purpose: To classify images and video by the type of room it depicts. The training data focuses mainly on residential real estate imagery (images for listings of houses for sale, apartments for rent) of rooms containing furniture, which is necessary context for room prediction. Intended Use: Images and videos where rooms are the main focus and around 3/4 of the image composition Limitations: Detail-focused images that only show a portion of a room will likely not provide the model with enough furnishing and other details to properly identify that room.

Taxonomy

backyard-or-garden
balcony
bathroom
beach
bedroom
billiard-table
building-exterior
dining-room
dock
door
empty-room
fireplace
gym
hot-tub
indoor-swimming-pool
kids-room-or-playroom
kitchen
library
living-room
nursery
playground
porch
stairs
study-office
swimming-pool
walk-in-closet-or-dressing-room
window