Abstract: In one embodiment, a method includes accessing, by a computing device, a thermal image of a space within a cooking apparatus, wherein the space contains a food item. The method further includes segmenting, by a computing device and based on the thermal image, the food item in the space from the food item's environment.

Abstract: In one embodiment, a method for monitoring a kitchen environment by a smart hood includes accessing sensor data indicating parameters of a cooking utensil detected by the smart hood apparatus from sensors of the smart hood apparatus, wherein the sensors comprise one or more of a camera, a thermal sensor, an audio sensor, or an air particle sensor, determining occupancy information associated with the cooking utensil based on the sensor data by algorithms, wherein the occupancy information indicates whether the cooking utensil is placed within an allowable deviation from a target location on a cooktop, determining a thermal state of an accessory associated with the cooking utensil based on the sensor data by the algorithms, and sending instructions for presenting the occupancy information associated with the cooking utensil and the thermal state of the accessory.

Abstract: In one embodiment, a method for monitoring for boiling fluid in a kitchen environment by a smart hood apparatus includes accessing sensor data indicating one or more parameters of a cooking utensil detected by the smart hood apparatus from sensors associated with the smart hood apparatus, wherein the sensors comprise one or more of a camera, a thermal sensor, or an audio sensor, and wherein the cooking utensil contains fluid, determining information associated with boiling events associated with the fluid in the cooking utensil based on the sensor data by algorithms, wherein the information comprises at least a boiling time required for the fluid to boil, and sending instructions for presenting a notification comprising the information associated with the boiling events.