US 12,229,937 B2
Underwater camera biomass prediction aggregation
Julia Black Ling, Menlo Park, CA (US); and Laura Valentine Chrobak, Menlo Park, CA (US)
Assigned to TidaIX AI Inc., Mountain View, CA (US)
Filed by TidalX AI Inc., San Ramon, CA (US)
Filed on Oct. 19, 2023, as Appl. No. 18/490,383.
Application 18/490,383 is a continuation of application No. 17/457,338, filed on Dec. 2, 2021, granted, now 11,842,473.
Prior Publication US 2024/0303799 A1, Sep. 12, 2024
This patent is subject to a terminal disclaimer.
Int. Cl. G06T 7/00 (2017.01); A01K 61/95 (2017.01); G06N 3/08 (2023.01)
CPC G06T 7/0004 (2013.01) [A01K 61/95 (2017.01); G06N 3/08 (2013.01)] 20 Claims
OG exemplary drawing
 
1. A computer-implemented method comprising:
obtaining images of multiple fish that were generated by an underwater camera;
for each of two or more of the multiple fish, generating a set of features corresponding to the fish using the obtained images;
for each of the two or more of the multiple fish, providing the set of features corresponding to the fish to a model that is trained, based on a given input set of features for a given fish, to output a distribution indicating likelihoods of a biomass of the given fish being within multiple biomass ranges;
for each of the two or more of the multiple fish, receiving a distribution indicating the likelihoods of the biomass of the fish being with the multiple biomass ranges;
aggregating the distributions of the two or more of the multiple fish; and
performing an action based on the aggregated distributions of the two or more of the multiple fish.