GENERATING PET IMAGE TRAINING DATA BASED ON SOURCE IMAGES

A method can include receiving a first image depicting a first dog and identifying, with a first model, a first breed for the first dog based on the first image. The method may further include determining, with a second model, a first body condition for the first dog based on the first image; genera...

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Bibliographic Details
Main Authors ZANGHI, Brian Michael, Yang, Xiao, Moore, James Clesie, Ehlmann, Tonya Sue, Cho, Kyu S, Hullverson, Everett
Format Patent
LanguageEnglish
Published 07.07.2022
Subjects
AGRICULTURE
ANIMAL HUSBANDRY
CALCULATING
CARE OF BIRDS, FISHES, INSECTS
COMPUTING
COUNTING
FISHING
FORESTRY
HUMAN NECESSITIES
HUNTING
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
NEW BREEDS OF ANIMALS
PHYSICS
REARING OR BREEDING ANIMALS, NOT OTHERWISE PROVIDED FOR
TRAPPING
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Summary:A method can include receiving a first image depicting a first dog and identifying, with a first model, a first breed for the first dog based on the first image. The method may further include determining, with a second model, a first body condition for the first dog based on the first image; generating, with a third model, a second image depicting the first dog with a second body condition different from the first body condition. The method may also include labeling the first image with indications of the breed and the first body condition, labeling the second image with indications of the breed and the second body condition, and training the second model using the first and second images.
Bibliography:Application Number: US202117557212