Abstract: Aspects of the present disclosure relate to a method of processing an input image of a culture device for a condition. The method can include receiving the input image and classifying the input image with a trained machine learning model that is configured to be trained on a training set of images having the condition. The method can include determining that the condition exists in the input image based on the classification and performing at least one action in response to the determination that the condition exists.

Abstract: A bimodal light emitting diode (LED) light bulb, method, and system having a form factor compatible with industry standard light bulb sockets provides general lighting when power is received via one or more light bulb electrical contacts, then as a different luminosity when power is removed from the contacts. A first subset of LEDs is powerable via the contacts for general light, while a second subset of LEDs is powerable via an energy storage device. Both subsets of LEDs are packaged in a replaceable light bulb. The energy storage device may comprise a capacitor or battery which may be charged when power is supplied via the contacts. In one embodiment, power to LEDs is controlled by a timer, motion sensor, light sensor, sound sensor, dimmer, voltage sensor, or manual switch. In another embodiment, an ambience generator emits fragrance or background sound. In another embodiment, LEDs are individually replaceable.

Abstract: A bimodal light emitting diode (LED) light bulb, method, and system having a form factor compatible with industry standard light bulb sockets provides general lighting when power is received via one or more light bulb electrical contacts, then as a different luminosity when power is removed from the contacts. A first subset of LEDs is powerable via the contacts for general light, while a second subset of LEDs is powerable via an energy storage device. Both subsets of LEDs are packaged in a replaceable light bulb. The energy storage device may comprise a capacitor or battery which may be charged when power is supplied via the contacts. In one embodiment, power to LEDs is controlled by a timer, motion sensor, light sensor, sound sensor, dimmer, voltage sensor, or manual switch. In another embodiment, an ambience generator emits fragrance or background sound. In another embodiment, LEDs are individually replaceable.

Abstract: An irreversible temperature indicating paint comprises 0.7 wt % to 0.9 wt % toluidine red, 7 wt % to 32 wt % cobalt aluminium spinel and glass, 7 wt % to 32 wt % cobalt chromite spinel, alumina, purple gold and frit, 37 wt % to 41 wt % acrylic resin, 20 wt % to 23 wt % silicone resin excluding solvent. The solvent comprises a mixture of 80% 1-methoxy-2-propanol and 20% dipropylene glycol monomethyl ether. A particular irreversible temperature indicating paint comprises 0.78 wt % toluidine red, 19.55 wt % cobalt aluminium spinel and glass, 19.55 wt % cobalt chromite spinel, alumina, purple gold and frit, 39.1 wt % acrylic resin, 21.1 wt % silicone resin excluding solvent. The irreversible temperature indicating paint is used to determine the temperatures to which various parts of turbine blades, turbine vanes or other components are subjected in operation of a gas turbine engine.

Abstract: A portable toilet seat and stand for wilderness camping includes seat bar members, legs, and crosspieces designed to interlock under the weight of the user. A pair of feet are provided for engagement with the legs to prevent the legs from sinking into soft ground. The portable toilet and stand is lightweight and the disassembled parts may be bundled together in a stuff bag.