Systems and methods for automatically grading pre-owned electronic devices
Systems and methods for automatically grading a user device are provided. Such systems and methods can include (1) a lighting element positioned at an angle relative to a platform, (2) an imaging device positioned at the angle relative to the platform such that light emitted from the lighting element and a field of view of the imaging device form a right angle where the light emitted from the lighting element and the field of view meet at a user device when the user device is positioned at a predetermined location on the platform, and (3) control circuitry that can activate the lighting element, instruct the imaging device to capture an image of a screen of the user device while the user device is at the predetermined location and is being illuminated by the first lighting element, and parse the image to determine whether the screen is damaged.
1. A system comprising:
one or more lighting elements positioned relative to a platform;
one or more imaging devices positioned relative to the platform; and
control circuitry configured to:
activate the one or more lighting elements;
cause the one or more imaging devices to capture one or more images of a user device while the user device is being illuminated by at least one lighting element of the one or more lighting elements, wherein the one or more images comprises one or more of an image comprising a screen of the user device, an image comprising a back of the user device, an image comprising a side of the user device, or an image comprising a camera of the user device;
identify one or more reference images based on data associated with an identity of the user device; and
determine, based on the one or more images and the one or more reference images, whether the screen of the user device, the back of the user device, the side of the user device, or the camera of the user device is damaged.
2. The system of claim 1 , wherein the data comprises one or more of manufacturer of the user device, model of the user device, or model identification of the user device.
3. The system of claim 1 , wherein the control circuitry is configured to execute a device recognition artificial intelligence algorithm, based on the one or more images, to identify the data.
4. The system of claim 1 , wherein the control circuitry is configured to determine whether the screen, the back, the side, or the camera of the user device is damaged by comparing the one or more images to the one or more reference images.
5. The system of claim 1 , wherein the control circuitry is configured to determine whether the screen of the user device is damaged by applying a screen grading artificial intelligence recognition algorithm to the image comprising the screen of the user device.
6. The system of claim 1 , wherein the control circuitry is configured to determine whether the back of the user device is damaged by applying a back grading artificial intelligence recognition algorithm to the image comprising the back of the user device.
7. The system of claim 1 , further comprising:
a positioning device, wherein the control circuitry is configured to activate the positioning device to rotate all sides of the user device through a field of view of at least one imaging device of the one or more imaging devices, and instruct at least one imaging device of the one or more imaging devices to capture images of the sides of the user device.
8. The system of claim 1 , further comprising a housing that encloses the one or more lighting elements and the one or more imaging devices, wherein the housing defines a first station configured for determining the data, a second station configured for grading the screen or the camera of the user device, and a third station configured for grading the back or sides of the user device.
9. The system of claim 1 wherein, when the control circuitry determines that the screen is damaged, the control circuitry assigns the user device a low cosmetic grade and directs the platform to maneuver the user device to a first end location dedicated for user devices having damaged screens.
10. The system of claim 1 wherein, when the control circuitry fails to determine that the screen is damaged, the control circuitry determines whether the screen is defective, wherein, when the control circuitry determines that the screen is defective, the control circuitry assigns the user device a medium level cosmetic grade and directs the platform to maneuver the user device to a second end location dedicated for user devices having defective screens, and wherein, when the control circuitry fails to determine that the screen is defective, the control circuitry assigns the user device a high level cosmetic grade and directs the platform to maneuver the user device to a third end location dedicated for undamaged and non-defective user devices.
11. An apparatus comprising:
one or more lighting elements positioned relative to a platform;
one or more imaging devices positioned relative to the platform; and
control circuitry configured to:
activate the one or more lighting elements;
instruct the one or more imaging devices to capture one or more images of a user device while the user device is being illuminated by at least one lighting element of the one or more lighting elements, wherein the one or more images comprises one or more of an image comprising a screen of the user device, an image comprising a back of the user device, an image comprising a side of the user device, or an image comprising a camera of the user device;
identify one or more reference images based on data associated with an identity of the user device; and
determine, based on the one or more images and the one or more reference images, whether the screen of the user device, the back of the user device, the side of the user device, or the camera of the user device is damaged.
12. The apparatus of claim 11 , wherein the data comprises one or more of manufacturer of the user device, model of the user device, or model identification of the user device.
13. The apparatus of claim 11 , wherein the control circuitry is configured to execute a device recognition artificial intelligence algorithm, based on the one or more images, to identify the data.
14. The apparatus of claim 11 , wherein the control circuitry is configured to determine whether the screen, the back, the side, or the camera of the user device is damaged by comparing the one or more images to the one or more reference images.
15. The apparatus of claim 11 , wherein the control circuitry is configured to determine whether the screen of the user device is damaged by applying a screen grading artificial recognition algorithm to the image comprising the screen of the user device.
16. The apparatus of claim 11 , wherein the control circuitry is configured to determine whether the back of the user device is damaged by applying a back grading artificial recognition algorithm to the image comprising the back of the user device.
17. The apparatus of claim 11 , wherein the one or more lighting elements comprise a diffuse panel lighting element.
18. A method comprising:
positioning one or more lighting elements and one or more imaging devices relative to a platform;
activating the one or more lighting elements;
instructing the one or more imaging devices to capture one or more images of a user device while the user device is being illuminated by at least one lighting element of the one or more lighting elements wherein the one or more images comprises one or more of an image comprising a screen of the user device, an image comprising a back of the user device, an image comprising a side of the user device, or an image comprising a camera of the user device;
identifying one or more reference images based on data associated with an identity of the user device; and
determining, based on the one or more images and the one or more reference images, whether the screen of the user device, the back of the user device, the side of the user device, or the camera of the user device is damaged.