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- room-types-transfer-learn
3867629b155b4d3ca852e20083d30788
3867629b155b4d3ca852e20083d30788
Notes
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
- ID
- Nameroom-types
- Model Type IDTransfer Learn Classifier
- DescriptionAI model using transfer learning to recognize rooms commonly found in American homes in images and video i.e. kitchen, bathroom, gym, libary.
- Last UpdatedFeb 28, 2022
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