Multiple object detection
A system for singulating objects includes a bin for receiving a collection of objects, a robotic manipulator for grasping objects from the bin, a scale for measuring a weight of the grasped objects, and a computer system for comparing measured weights to acceptable weight ranges to detect double picks. Methods include determining acceptable weight ranges by weighing a plurality of objects.
1. A singulation system, comprising:
a container configured to receive singulated objects from a collection of objects to be singulated;
a robotic manipulator configured to pick up an individual object from the collection of objects;
a sensor configured to measure a weight of the individual object; and
a computer system configured to:
determine an acceptable range of weights for the individual object based on an expected range of weights, the expected range of weights having been learned from measured weights of singulated objects of a same class as the individual object; and
compare the measured weight of the individual object to the acceptable range of weights for the individual object to determine whether the individual object was successfully singulated.
2. The singulation system of claim 1 wherein the container is a tilt tray.
3. The singulation system of claim 1 wherein the robotic manipulator is configured to deposit the individual object into the container and the sensor is a scale configured to measure a weight of the individual object while the individual object is in the container.
4. The singulation system of claim 1 wherein the sensor is a component of the robotic manipulator.
5. The singulation system of claim 4 wherein the sensor is a scale.
6. The singulation system of claim 4 wherein the sensor is a strain gage.
7. The singulation system of claim 1 wherein the sensor is a weighing conveyor belt and the robotic manipulator is configured to deposit the individual object onto the weighing conveyor belt.
8. The singulation system of claim 7 , further comprising a separating conveyor belt configured to receive the individual object from the weighing conveyor belt.
9. The singulation system of claim 8 wherein the separating conveyor belt includes a diverter configured to modify a path across the separating conveyor belt based on the determination whether the individual object was successfully singulated.
10. The singulation system of claim 9 wherein the diverter is a wiper configured to move to a first position, wherein in the first position the wiper blocks the path across the separating conveyor belt, and to move to a second position, wherein in the second position the wiper does not block the path across the separating conveyor belt.
11. The singulation system of claim 1 , wherein the computer system is further configured to:
cause the robotic manipulator to deposit the individual object into a first location or a second location based on the determination whether the individual object was successfully singulated.
12. A singulation apparatus, comprising:
a robotic manipulator configured to pick up an individual object from a collection of objects;
a sensor configured to measure a weight of the individual object; and
a computer system configured to:
determine an acceptable range of weights for the individual object based on an expected range of weights, the expected range of weights having been learned from measured weights of singulated objects of a same class as the individual object; and
compare the measured weight of the individual object to the acceptable range of weights for the individual object to determine whether the individual object was successfully singulated.
13. The singulation apparatus of claim 12 , further comprising a tilt tray configured to receive singulated objects from the collection of objects to be singulated.
14. The singulation apparatus of claim 12 , wherein the sensor is a component of the robotic manipulator.
15. The singulation apparatus of claim 14 , wherein the sensor is a scale.
16. The singulation apparatus of claim 14 , wherein the sensor is a strain gage.
17. The singulation apparatus of claim 12 , wherein the sensor is a weighing conveyor belt and the robotic manipulator is configured to deposit the individual object onto the weighing conveyor belt.
18. The singulation apparatus of claim 17 , further comprising a separating conveyor belt configured to receive the individual object from the weighing conveyor belt.
19. The singulation apparatus of claim 18 , wherein the separating conveyor belt includes a diverter configured to modify a path across the separating conveyor belt based on the determination whether the individual object was successfully singulated.
20. The singulation apparatus of claim 19 , wherein the diverter is a wiper configured to move to a first position, wherein in the first position the wiper blocks the path across the separating conveyor belt, and to move to a second position, wherein in the second position the wiper does not block the path across the separating conveyor belt.