公开(公告)号：USD992220S1

公开(公告)日：2023-07-11

申请号：US29730941

申请日：2020-04-09

Applicant: X Development LLC

Designer： Szymon Zmyslony ,  Prasad Panchalan ,  Alberto Vidal ,  Devin Spratt ,  Jack Hidary

Abstract: FIG. 1 is a top perspective view of a sensor bar for beehive monitoring, showing our new design;
FIG. 2 is a bottom perspective view thereof;
FIG. 3 is a top plan view thereof;
FIG. 4 is a bottom plan view thereof;
FIG. 5 is a left side elevation view thereof;
FIG. 6 is a right side elevation view thereof;
FIG. 7 is a front elevation view thereof;
FIG. 8 is a rear elevation view thereof; and,
FIG. 9 is a top perspective view, shown within an environment of use.
The broken lines depict environmental subject matter and forms no part of the claimed design.

公开(公告)号：US20220087230A1

公开(公告)日：2022-03-24

申请号：US17379723

申请日：2021-07-19

Applicant: X Development LLC

Inventor： Haoyu Zhang ,  Szymon Zmyslony

IPC: A01K47/06 ,  G06N3/04 ,  G06N3/08 ,  G10L25/18

Abstract: Systems, methods, and non-transitory computer readable media are provided for monitoring the state of a periodic system. A computer implemented method for modeling a state of a periodic system includes inputting a spectrogram sequence to a machine-learning model trained to generate a latent representation from the spectrogram sequence. The spectrogram sequence includes a plurality of audio spectrograms representing sound generated by a periodic system. The method includes outputting the latent representation from the machine learning model. The method includes concatenating the latent representation with environmental data describing an environment of the periodic system, together defining an input sequence. The method includes inputting the input sequence to a predictor model trained to predict a state of the periodic system from the input sequence. The method also includes predicting the state of the periodic system with the predictor model.

公开(公告)号：US20230169416A1

公开(公告)日：2023-06-01

申请号：US17894850

申请日：2022-08-24

Applicant: X Development LLC

Inventor： Michal Kazmierski ,  Haoyu Zhang ,  Szymon Zmyslony

IPC: G06Q10/06 ,  G06Q50/02 ,  G06Q10/04

CPC classification number: G06Q10/063 ,  G06Q10/04 ,  G06Q50/02

Abstract: Systems and methods for modeling a population density of a pest are provided. A computer implemented method for modeling a population density of a pest can include receiving environmental data corresponding to a first time point. The method can include generating model input data from the environmental data using a machine learning model. The method can also include generating a population density of the pest from the model input data using a mechanistic model. The population density can correspond to a second time point temporally after the first time point.

公开(公告)号：US20210307301A1

公开(公告)日：2021-10-07

申请号：US17205843

申请日：2021-03-18

Applicant: X Development LLC

Inventor： Szymon Zmyslony ,  Prasad Panchalan ,  Alberto Vidal ,  Devin Spratt ,  Jack Hidary

IPC: A01K47/06 ,  A01K47/02 ,  H04B5/00 ,  G06N20/00 ,  G01K13/00 ,  G01K3/14

Abstract: A system for monitoring a beehive includes a sensor bar. The sensor bar has a physical size and shape to function as a frame bar of a honeybee frame that slides into a chamber of a beehive. The sensor bar includes an enclosure having a plurality of holes, a microphone disposed within the enclosure to record sound emanating through the holes from the beehive, and at least one interior environmental sensor disposed within the enclosure to measure an interior environmental characteristic of the beehive.