System and method for determining agricultural vehicle guidance quality based on a crop row boundary consistency parameter

1. A system for determining agricultural vehicle guidance quality, the system comprising:

an imaging device configured to capture image data depicting a plurality of crops rows present within a field as an agricultural vehicle travels across the field; and

a controller communicatively coupled to the imaging device, the controller configured to:

determine a guidance line for guiding the agricultural vehicle relative to the plurality of crop rows based on the captured image data;

determine a crop row boundary consistency parameter associated with one or more crop rows of the plurality of crop row present within a region of interest of the captured image data;

determine a quality metric for the guidance line based on the crop row boundary consistency parameter;

compare the determined quality metric to a predetermined minimum quality metric value; and

when the determined quality metric falls below the predetermined minimum quality metric value, initiate a reduction in a ground speed of the agricultural vehicle.

2. The system of claim 1 , wherein the crop row boundary consistency parameter comprises a weed coverage parameter.

3. The system of claim 2 , wherein the weed coverage parameter comprises at least one of a number of pixels within the region of interest associated with inter-row weeds or a number of pixels within a region of interest associated with intra-row weeds.

4. The system of claim 1 , wherein the crop row boundary consistency parameter comprises a crop health parameter.

5. The system of claim 4 , wherein the crop health parameter comprises at least one of a crop color, a color height, or a crop canopy size.

6. The system of claim 1 , wherein the crop row boundary consistency parameter comprises a crop row spacing consistency.

7. The system of claim 1 , wherein the crop row boundary consistency parameter comprises a dynamic range variation of the region of interest.

8. The system of claim 1 , wherein, when the determined quality metric falls below the predetermined minimum quality metric value, the controller is further configured to initiate notification to an operator of the agricultural vehicle indicating that the determined quality metric falls below the predetermined minimum quality metric value.

9. The system of claim 1 , wherein, when the determined quality metric falls below the predetermined minimum quality metric value, the controller is further configured to adjust at least one of a size or position of the region of interest of the captured image data.

10. The system of claim 1 , further comprising:

a location sensor configured to capture location data indicative of a location of the agricultural vehicle within the field, wherein, after initiating the control action, the controller is further configured to:

compare the determined quality metric to the predetermined minimum quality metric value; and

when the determined quality metric falls below the predetermined minimum quality metric value, determine the guidance line based on the captured location data and a stored field map.

11. The system of claim 1 , wherein the agricultural vehicle comprises a sprayer.

12. A method for determining agricultural vehicle guidance quality, the method comprising:

determining, with one or more computing devices, a guidance line for guiding an agricultural vehicle relative to a plurality of crop rows present within a field based on the image data depicting the plurality of crops rows as the agricultural vehicle travels across the field;

determining, with the one or more computing devices, a crop row boundary consistency parameter associated with the plurality of crop rows depicted in the captured image data;

determining, with the one or more computing devices, a quality metric for the guidance line based on the crop row boundary consistency parameter;

comparing, with the one or more computing devices, the determined quality metric to a predetermined minimum quality metric value; and

when the determined quality metric falls below the predetermined minimum quality metric value, initiating, with the one or more computing devices, a reduction in a ground speed of the agricultural vehicle.

13. The method of claim 12 , wherein the crop row boundary consistency parameter comprises a weed coverage parameter.

14. The method of claim 13 , wherein the weed coverage parameter comprises at least one of a number of pixels within the captured image associated with inter-row weeds or a number of pixels within the captured image associated with intra-row weeds.

15. The method of claim 12 , wherein the crop row boundary consistency parameter comprises a crop health parameter.

16. The method of claim 15 , wherein the crop health parameter comprises at least one of a crop color, a color height, or a crop canopy size.

17. The method of claim 12 , wherein the crop row boundary consistency parameter comprises a crop row spacing consistency parameter.