UNDERWATER CAMERA BIOMASS PREDICTION AGGREGATION

Methods, systems, and apparatus, including computer programs encoded on computer-storage media, for underwater camera biomass prediction aggregation. In some implementations, an exemplary method includes obtaining images of fish captured by an underwater camera; providing data of the images to a tra...

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Bibliographic Details
Main Authors Chrobak, Laura Valentine, Ling, Julia Black
Format Patent
LanguageEnglish
Published 08.06.2023
Subjects
AGRICULTURE
ANIMAL HUSBANDRY
CALCULATING
CARE OF BIRDS, FISHES, INSECTS
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
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:Methods, systems, and apparatus, including computer programs encoded on computer-storage media, for underwater camera biomass prediction aggregation. In some implementations, an exemplary method includes obtaining images of fish captured by an underwater camera; providing data of the images to a trained model; obtaining output of the trained model indicating the likelihoods that the biomass of fish are within multiple ranges; combining likelihoods of the output based on one or more ranges common to likelihoods of two or more fish to generate a biomass distribution; and determining an action based on the biomass distribution.
Bibliography:Application Number: US202117457338