Service detection and recommendation system
A system is disclosed for managing waste services. The system may include a waste detector mounted onboard a service vehicle and configured to capture image data of a receptacle encountered by the service vehicle. The system may also include a display, and a controller in communication with the waste detector and the display. The controller may be configured to recognize the receptacle within the image data, and to determine a fill status of the receptacle based on the image data. The controller may also be configured to selectively determine a customer recommendation for a different sized receptacle based on the fill status, and to cause a dispatch to provide the different sized receptacle based on the customer recommendation.
1. A waste management system, comprising:
a waste detector mounted onboard a service vehicle and configured to capture image data of a receptacle encountered by the service vehicle;
a memory containing known customer data comprising customer observable indicia data and receptacle-customer signal data; and
a controller in communication with the waste detector and the memory, the controller being configured to:
receive, from the waste detector, image data of a receptacle serviced by the service vehicle and location signal data associated with the receptacle;
recognize the receptacle within the image data;
train a matching algorithm classifier by providing image data of the recognized receptacle and the customer observable indicia data;
compare, in the matching algorithm classifier, the image data to the the customer observable indicia data;
associate a known customer with the recognized receptacle based on the image data and the location signal data; and
perform a process related to at least one of transmitting and storing of the image data and other waste-related data associated with the receptable serviced by the service vehicle.
2. The waste management system of claim 1 , wherein the controller recognizes observable indicia on or around the receptable that are linked to the known customer.
3. The waste management system of claim 2 , wherein the observable indicia comprises at least one of a bar code and writing on or around the receptable that are linked to the known customer.
4. The waste management system of claim 1 , wherein the controller recognizes visual aspects of the receptable that are unique to the known customer.
5. The waste management system of claim 4 , wherein the visual aspects comprise at least one of vehicle approach angle, receptacle orientation, receptacle type, receptacle size, and receptacle color.
6. The waste management system of claim 1 , further comprising one or more sensors configured to monitor servicing of receptacles, wherein the controller is communicatively coupled to the one or more sensors and configured to transmit and store the image data and other waste-related data in response to receiving a signal indicative of servicing the receptacle from the one or more sensors.
7. A waste management system, comprising:
a waste detector mounted onboard a service vehicle and configured to capture image data of a receptacle encountered by the service vehicle;
a location device configured to detect a location of the service vehicle; and
a controller in communication with the waste detector and the location device, the controller configured to:
determine a location of the service vehicle detected at a time of image data capturing;
receive, from the waste detector, image data of a receptacle serviced by the service vehicle and location signal data associated with the receptacle;
recognize the receptacle within the image data;
train a matching algorithm classifier by providing image data of the recognized receptacle and customer observable indicia data;
compare the location of the service to known customer data including receptacle-customer signal data;
associate a known customer with the recognized receptacle based on the location of the service and the location signal data; and
perform a process related to at least one of transmitting and storing of the image data and other waste-related data associated with the receptable serviced by service vehicle.
8. The waste management system of claim 7 , wherein the location device comprises an electronic receiver configured to communicate with one or more of a satellite, a local radio, or laser transmitting system to determine a relative geographical location.
9. The waste management system of claim 7 , further comprising one or more sensors configured to monitor servicing of receptacles, wherein the controller is communicatively coupled to the one or more sensors and configured to transmit and store the image data and other waste-related data in response to receiving a signal indicative of servicing the receptacle from the one or more sensors.
10. A non-transitory computer readable medium containing computer-executable programming instructions for performing a method of waste service management, the method comprising:
receiving, from a waste detector mounted onboard a service vehicle, image data of a receptacle serviced by the service vehicle and location signal data associated with the receptacle;
recognizing the receptacle within the image data;
training a matching algorithm classifier by providing image data of the recognized receptacle and customer observable indicia data;
comparing the image data to known customer data including receptacle-customer signal data;
associating a known customer with the recognized receptacle based on the image data and the location signal data; and
performing a process related to at least one of transmitting and storing of the image data and other waste-related data associated with the receptable serviced by service vehicle.
11. The non-transitory computer readable medium of claim 10 , wherein the computer-executable programming instructions perform the method further comprising:
recognizing observable indicia on or around the receptable that are linked to the known customer.
12. The non-transitory computer readable medium of claim 11 , wherein the observable indicia comprise at least one of a bar code and writing on or around the receptable that are linked to the known customer.
13. The non-transitory computer readable medium of claim 10 , wherein the computer-executable programming instructions perform the method further comprising:
recognizing visual aspects of the receptable that are unique to the known customer.
14. The non-transitory computer readable medium of claim 13 , wherein the visual aspects of the receptable that are unique to the known customer comprise at least one of vehicle approach angle, receptacle orientation, receptacle type, receptacle size, and receptacle color.
15. The non-transitory computer readable medium of claim 10 , wherein the computer-executable programming instructions perform the method further comprising:
monitoring one or more sensors configured to monitor servicing of receptacles; and
transmitting and storing of the image data and other waste-related data in response to receiving a signal indicative of servicing the receptacle from the one or more sensors.
16. The non-transitory computer readable medium of claim 10 , wherein the computer-executable programming instructions perform the method further comprising:
monitoring a location device configured to detect a location of the service vehicle;
determining a location of the service vehicle detected at a time of image data capturing;
comparing the location of the service to the known customer data; and
associating the known customer with the recognized receptacle at least in part based on the location of the service.
17. The non-transitory computer readable medium of claim 16 , wherein the computer-executable programming instructions perform the method further comprising:
communicating, by an electronic receiver, with one or more of a satellite, a local radio, or laser transmitting system to determine a relative geographical location.