公开(公告)号：WO2021195622A1

公开(公告)日：2021-09-30

申请号：PCT/US2021/024648

申请日：2021-03-29

Applicant: JUNE LIFE, INC.

Inventor： BHOGAL, Nikhil ,  KUMAR, Nishit ,  PARUCHURI, Jithendra

IPC: G06F19/00 ,  G06K9/62 ,  G06F11/30 ,  G06K2209/17 ,  G06K9/00624 ,  G06K9/6257 ,  G06K9/6261 ,  G06K9/6267 ,  G06N3/08

Abstract: The method for classifying ambiguous objects, including: determining initial labels for an image set; determining N training sets from the initially-labelled image set; training M annotation models using the N training sets; determining secondary labels for each image of the image set using the M trained annotation models; and determining final labels for the image set based on the secondary labels. The method can optionally include training a runtime model using images from the image set labeled with the final labels; and optionally using the runtime model.

公开(公告)号：WO2022036321A1

公开(公告)日：2022-02-17

申请号：PCT/US2021/046147

申请日：2021-08-16

Applicant: JUNE LIFE, INC.

Inventor： BHOGAL, Nikhil ,  KUMAR, Nishit ,  CLARK, Christopher Russell ,  PARUCHURI, Jithendra ,  COTTRELL, Robert

IPC: H05B1/02 ,  F24C15/00 ,  F24B1/02 ,  F24B1/18 ,  G05D23/19 ,  A47J37/06

Abstract: A method for targeted heating element control can include: sampling measurements, determining one or more occupied regions based on the measurements, determining one or more food types, controlling appliance operation based on the occupied regions and food types, optionally providing real-time feedback to the user for food placement within the cavity, optionally sampling training measurements, optionally determining a cavity occupancy region classifier, and/or any other suitable elements.

公开(公告)号：WO2022015939A1

公开(公告)日：2022-01-20

申请号：PCT/US2021/041760

申请日：2021-07-15

Applicant: JUNE LIFE, INC.

Inventor： COTTREL, Robert ,  PARUCHURI, Jithendra ,  BHOGAL, Nikhil ,  KUMAR, Nishit ,  WANG, Wiley

IPC: H05B1/02 ,  G08B1/00 ,  A23L5/15 ,  A23V2002/00 ,  A47J36/32 ,  A47J37/0664 ,  F24C15/04 ,  G05B13/027 ,  G06K9/6217 ,  G06K9/628 ,  G06T2207/20084 ,  G06T2207/30241 ,  G06T7/20 ,  G06V20/00 ,  G06V20/68 ,  H04N13/204

Abstract: A method for foodstuff identification can include: detecting a trigger event; sampling a measurement set; optionally determining candidate measurements for subsequent analysis based on the measurement set; optionally determining a set of food parameter values from the measurements; optionally selecting a food parameter value for use; determining a cooking instruction based on the food parameter value; automatically operating the appliance based on the cooking instructions; optionally determining a foodstuff trajectory relative to the cook cavity; optionally training one or more modules; and/or any other suitable elements.

公开(公告)号：WO2021184003A1

公开(公告)日：2021-09-16

申请号：PCT/US2021/022352

申请日：2021-03-15

Applicant: JUNE LIFE, INC.

Inventor： BHOGAL, Nikhil ,  KUMAR, Nishit ,  COTTRELL, Robert ,  PARUCHURI, Jithendra ,  PERRY, Ryan ,  VAN HORN, Matthew ,  CLARK, Christopher ,  KUO, Eugenia

IPC: F24C7/08 ,  B60R1/00 ,  F24C3/12 ,  F24C15/00 ,  H04N5/217 ,  H04N5/225

Abstract: The method for dirty camera detection including: detecting a first predetermined state change event; sampling a set of cavity measurements; optionally determining a set of features of the set of cavity measurements; determining a class label based on the cavity measurements; optionally verifying the classification; and facilitating use of the appliance based on the classification.