Systems and methods for vision based counting
Disclosed are image based counting systems and methods. Image based counting systems and methods employ one or more imaging devices (e.g., one or more color cameras) and one or more illumination devices (e.g., one or more illumination sources to provide variable and/or dynamic lighting). In some examples, the image based counting system provides illumination to a tray upon which one or more items (e.g., pills) are placed. The illuminated items are then imaged by the one or more imaging devices based on one or more imaging techniques or processes to determine and/or present information associated with one or more properties of the item.
1. A system for processing a pharmaceutical order comprising:
a platform to hold one or more pharmaceutical pills;
a lighting source configured to illuminate the platform and pills having a plurality of illumination characteristics;
one or more imaging devices to capture the illuminated platform and pills;
a calibration device arranged on one or more surfaces of the system; and
a controller configured to:
receive images of the calibration device from the one or more imaging devices;
control a focus the one or more imaging devices based on the images of the calibration device;
receive images of the illuminated platform and pills from the one or more imaging devices;
identify a characteristic of the plurality of illumination characteristics;
compare the characteristic to a list of illumination characteristics that corresponds to a property of the pill;
determine a property of the pill based on the comparison; and
generate an alert associated with the property.
2. The system of claim 1 , further comprising an arm to support the one or more imaging devices, wherein the calibration device is arranged on a ledge at a base of the arm and comprises one or more of a high contrast static indicia or a dynamic indication.
3. The system of claim 2 , wherein the control circuitry is further configured to:
compare the captured images of the calibration device against one or more reference images, and
control the focus of the one or more imaging devices based on the comparison.
4. The system of claim 1 , further comprising an adjustable focus lens, wherein the controller is further configured to control the lens to capture images at a first preprogrammed fixed-focus setting corresponding to a location on the platform.
5. The system of claim 4 , further comprising a dispensing funnel, wherein the controller is further configured to control the lens to capture images at a second preprogrammed fixed-focus setting corresponding to a location on the dispensing funnel.
6. The system of claim 1 , further comprising an adjustable focus lens, wherein the controller is further configured to control the lens to adjust the focus of the lens to capture images at a plurality of variable focal distances.
7. The system of claim 1 , wherein the plurality of illumination characteristics comprises one or more of an intensity, a wavelength, a distribution pattern, a color, a shape, a size, a printed or embedded marking, or an orientation.
8. The system of claim 1 , wherein the alert comprises controlling a screen to display of an image of the one or more properties of the pill.