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.

Abstract: A method for cavity state determination including: receiving a cook instruction; sampling a set of cavity measurements; determining a cavity state; and selectively operating the cook cavity based on the match.

Abstract: A connected oven, including a set of in-cavity sensors and a processor configured to automatically identify foodstuff within the cooking cavity, based on the sensor measurements; and automatically operate the heating element based on the foodstuff identity.

Abstract: A connected oven, including a set of in-cavity sensors and a processor configured to automatically identify foodstuff within the cooking cavity, based on the sensor measurements; and automatically operate the heating element based on the foodstuff identity.

Abstract: An imaging system for a high-heat cooking appliance, including a camera system including an optical sensor, a lens, and a set of light emitters; and a camera cooling mechanism thermally connected to the camera system.

Abstract: While an electronic device with a display and a touch-sensitive surface is in a locked, passcode-protected state, the device displays a lock screen user interface on the display. The lock screen user interface includes a plurality of restricted application launch icons, each restricted application launch icon corresponding to an application. The device also detects user input to activate a respective restricted application launch icon; and, in response to detecting the user input to activate the respective restricted application launch icon, starts a restricted session for a respective application that corresponds to the respective restricted application launch icon, wherein the respective application is configured to generate one or more content items while in the restricted session, and maintains the device in the locked, passcode-protected state for applications in the device other than the respective application.

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.

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.

Abstract: An imaging system for a high-heat cooking appliance, including a camera system including an optical sensor, a lens, and a set of light emitters; and a camera cooling mechanism thermally connected to the camera system.

Abstract: The system is preferably used with a cooking appliance with a heating cavity and can include: a vessel and a temperature probe. The system can optionally include: a lid, a tray, and/or a circulator. However, the system can include any other suitable components. The system functions to monitor and/or control the temperature of a volume of working fluid in a cooking appliance with a heated cavity.

Abstract: A connected oven, including a set of in-cavity sensors and a processor configured to automatically identify foodstuff within the cooking cavity, based on the sensor measurements; and automatically operate the heating element based on the foodstuff identity.

Abstract: A connected oven, including a set of in-cavity sensors and a processor configured to automatically identify foodstuff within the cooking cavity, based on the sensor measurements; and automatically operate the heating element based on the foodstuff identity.

Abstract: The connected oven includes a cooking cavity defined by a back, a door opposing the bottom, a top adjacent the back and door, a bottom opposing the top, and opposing sidewalls adjacent the remainder of the walls, a user interface unit configured to receive instructions from the user, a sensor, and a thermal management system for minimizing or preventing thermal damage to heat-sensitive components arranged on the oven.

Abstract: The cooking coordination method includes: determining a menu S110; determining available resources S120; determining a cooking schedule based on the menu S130; and instructing the resources according to the cooking schedule S140. The method can optionally include: monitoring cooking progress S150; and determining instruction completion S160. The method functions to automatically coordinate a set of resources to cooperatively cook a menu (e.g., recipe set). In variants, the method functions to coordinate the set of resources such that cooking is completed at the same time.

Abstract: The system is preferably used with a cooking appliance with a heating cavity and can include: a vessel and a temperature probe. The system can optionally include: a lid, a tray, and/or a circulator. However, the system can include any other suitable components. The system functions to monitor and/or control the temperature of a volume of working fluid in a cooking appliance with a heated cavity.

Abstract: The system is preferably used with a cooking appliance with a heating cavity and can include: a vessel and a temperature probe. The system can optionally include: a lid, a tray, and/or a circulator. However, the system can include any other suitable components. The system functions to monitor and/or control the temperature of a volume of working fluid in a cooking appliance with a heated cavity.

Abstract: A connected oven, including a set of in-cavity sensors and a processor configured to automatically identify foodstuff within the cooking cavity, based on the sensor measurements; and automatically operate the heating element based on the foodstuff identity.

Abstract: A connected oven, including a set of in-cavity sensors and a processor configured to automatically identify foodstuff within the cooking cavity, based on the sensor measurements; and automatically operate the heating element based on the foodstuff identity.

Abstract: A connected oven, including a set of in-cavity sensors and a processor configured to automatically identify foodstuff within the cooking cavity, based on the sensor measurements; and automatically operate the heating element based on the foodstuff identity.