Abstract: Methods, storage media, and systems are disclosed. Exemplary implementations may: provide an encoding derived from an image of an item; provide a set of networks; individually apply the encoding to each network in the set of networks; generate, in response to the applying, a set of classification probabilities; identify a specific network in the set of networks which generated the largest classification probability in the set of classification probabilities; and associate the item with a specific class from the set of classes.

Abstract: Method and systems related to vertically actuated heating chamber doors are disclosed. One system includes an electronic oven, comprising a hinge mechanism, a heating chamber, a chamber door connected to the hinge mechanism, and an integrated touch display on the chamber door. The chamber door seals the heating chamber in a closed state and reveals the heating chamber in an open state. The hinge mechanism is configured to move the chamber door vertically between the open state and the closed state.

Abstract: Universal electronic oven heating functionality modules and associated methods are disclosed herein. One such module includes an energy steering element, a controller with control logic for the energy steering element, a first means for forming a seal with an opening, and a casing to enclose the controller and the energy steering element. The casing can include top and bottom side elements. One such method includes providing a functionality module with a mounting plate, the first means for forming a seal, and the casing. The method also includes providing an electronic oven with a heating chamber and a second means for forming a seal with the functionality module. The heating chamber can have a first opening for a heating chamber door, and a second opening for functionality module reception. The method also includes engaging the functionality module with the heating chamber to form a seal between the first and second means.

Abstract: An electronic oven and associated methods for heating an item by controlling a distribution of microwave energy using a set of reflective elements are disclosed. The electronic oven can include a chamber, a microwave energy source coupled to an injection port in the chamber, a set of actuators connected to the set of reflective elements, and a controller that controls the set of actuators. The controller can reposition the set of reflective elements via the set of actuators, and stores instructions that independently cause a repositioning of each reflective element in the set of reflective elements using the set of actuators. The set of actuators and set of reflective elements are each sets of at least three units.

Abstract: This disclosure includes methods and systems that utilize energy absorption monitoring for intelligent electronic ovens with energy steering. One disclosed method for heating an item in an electronic oven comprises introducing an application of energy into a heating chamber using an energy source coupled to an injection port, changing a distribution of the application of energy in the heating chamber by setting a configuration of the oven to a first configuration, and measuring an energy return from the heating chamber while the oven is in the first configuration. The measuring is conducted using a radio frequency directional power sensor. The method also comprises determining that the energy return from the heating chamber exceeds a level, adjusting, in response to determining that the energy return exceeds the level, the configuration of the oven from the first configuration to an altered first configuration, and saving the altered first configuration in a memory.

Abstract: This disclosure includes an electronic oven and an accompanying control system that avoid boiling or splattering in a heating chamber of the oven while an item is being heated in the chamber. A disclosed method which can be executed by the control system includes evaluating sensor data from a visible light sensor and sensor data from an infrared light sensor. The controller is communicatively coupled to the visible light sensor and the infrared light sensor. The method is directed towards generating a splatter prediction in response to the evaluation of the sensor data from the visible light sensor and the sensor data from the infrared light sensor. The method is further directed towards decreasing a power level of the microwave energy source in response to the splatter prediction. The controller is also communicatively coupled to the microwave energy source.

Abstract: Method and systems for heating an item in a chamber comprising applying a first electromagnetic wave to an array of variable reflectance elements and corresponding array of variable impedance devices is disclosed. The corresponding array includes first and second variable impedance devices. The method also comprises reflecting, when the first device has a first impedance value, the first wave from the array to the item. The reflecting places a local maximum of energy at a first location on the item. The method also comprises altering an impedance of the first device. The method also comprises applying a second electromagnetic wave, and reflecting the second wave from the array to the item. The reflecting places the local maximum at a second location on the item. Altering the impedance of the first variable impedance device alters a reflectance of a first variable reflectance element in the array of variable reflectance elements.

Abstract: Method and systems for heating an item in a chamber comprising applying a first electromagnetic wave to an array of variable reflectance elements and corresponding array of variable impedance devices is disclosed. The corresponding array includes first and second variable impedance devices. The method also comprises reflecting, when the first device has a first impedance value, the first wave from the array to the item. The reflecting places a local maximum of energy at a first location on the item. The method also comprises altering an impedance of the first device. The method also comprises applying a second electromagnetic wave, and reflecting the second wave from the array to the item. The reflecting places the local maximum at a second location on the item. Altering the impedance of the first variable impedance device alters a reflectance of a first variable reflectance element in the array of variable reflectance elements.

Abstract: Method and systems related to improved human-machine interfaces for electronic ovens are disclosed. Different methods for displaying information to the user are disclosed. Different methods for dividing segmentation and identification tasks between a user and a control system are disclosed. In one example, an electronic oven includes a touch display, a heating chamber for heating an item, a light sensor having a field of view of at least a portion of the heating chamber, and a microwave energy source coupled to the heating chamber. The oven also includes a computer-readable medium that stores instructions to display the portion of the heating chamber as an image on the touch display using information from the light sensor, and process a touch input on the image.

Abstract: This disclosure includes an electronic oven and an accompanying control system that avoid boiling or splattering in a heating chamber of the oven while an item is being heated in the chamber. A disclosed method which can be executed by the control system includes evaluating sensor data from a visible light sensor and sensor data from an infrared light sensor. The controller is communicatively coupled to the visible light sensor and the infrared light sensor. The method also comprises generating a splatter prediction in response to the evaluation of the sensor data from the visible light sensor and the sensor data from the infrared light sensor. The method also comprises decreasing a power level of the microwave energy source in response to the splatter prediction. The controller is also communicatively coupled to the microwave energy source.

Abstract: A disclosed computer-implemented method for heating an item in a chamber of an electronic oven towards a target state includes heating the item with a set of applications of energy to the chamber while the electronic oven is in a respective set of configurations. The set of applications of energy and respective set of configurations define a respective set of variable distributions of energy in the chamber. The method also includes sensing sensor data that defines a respective set of responses by the item to the set of applications of energy. The method also includes generating a plan to heat the item in the chamber. The plan is generated by a control system of the electronic oven and uses the sensor data.

Abstract: An electronic oven with a set of variable reflectance elements for controlling a distribution of heat in the electronic oven and associated methods are disclosed herein. The electronic oven includes a chamber, an energy source coupled to an injection port in the chamber, and a set of variable reflectance elements located in the chamber. In some of the disclosed approaches the variable reflectance elements are nonradiative. A control system of the electronic oven can be configured to alter the states of the variable reflectance elements to thereby alter and control the distribution of energy within the chamber.

Abstract: A disclosed computer-implemented method for heating an item in a chamber of an electronic oven towards a target state includes heating the item with a set of applications of energy to the chamber while the electronic oven is in a respective set of configurations. The set of applications of energy and respective set of configurations define a respective set of variable distributions of energy in the chamber. The method also includes sensing sensor data that defines a respective set of responses by the item to the set of applications of energy. The method also includes generating a plan to heat the item in the chamber. The plan is generated by a control system of the electronic oven and uses the sensor data.

Abstract: An electronic oven with a set of variable reflectance elements for controlling a distribution of heat in the electronic oven and associated methods are disclosed herein. The electronic oven includes a chamber, an energy source coupled to an injection port in the chamber, and a set of variable reflectance elements located in the chamber. In some of the disclosed approaches the variable reflectance elements are nonradiative. A control system of the electronic oven can be configured to alter the states of the variable reflectance elements to thereby alter and control the distribution of energy within the chamber.

Abstract: A disclosed computer-implemented method for heating an item in a chamber of an electronic oven towards a target state includes heating the item with a set of applications of energy to the chamber while the electronic oven is in a respective set of configurations. The set of applications of energy and respective set of configurations define a respective set of variable distributions of energy in the chamber. The method also includes sensing sensor data that defines a respective set of responses by the item to the set of applications of energy. The method also includes generating a plan to heat the item in the chamber. The plan is generated by a control system of the electronic oven and uses the sensor data.