Determining field characteristics using optical recognition
In one embodiment, a method for automated guidance comprising receiving an image of a field; identifying one or more characteristics of the field in the image; determining one or more geographic locations corresponding to the one or more characteristics of the field in the image; determining a path to be followed in the field using the one or more geographic locations; and automatically guiding the machine to follow the path.
1. A system, comprising:
a machine comprising a drive system;
a position determining device configured to detect a geographic location of the machine; and
one or more computing devices configured to:
access an aerial or satellite image of one or more fields;
detect from pixel differences in the image a field boundary of one of the one or more fields;
identify a center of a field corresponding to the field boundary by identifying a geometric center of the field boundary;
determine coordinates for the identified center of the field;
determine a machine path by defining multiple concentric circles of the machine path centered at the coordinates; and
cause the drive system to automatically navigate the machine according to the machine path.
2. The system as set forth in claim 1 , wherein the one or more computing devices are further configured to
determine a location of the machine;
determine one or more geographic locations corresponding to the one or more fields in the image;
identify one field among the one or more fields in the image that corresponds to the location of the machine; and
determine one of the one or more geographic locations that corresponds to the identified one field.
3. The system as set forth in claim 1 , wherein the image comprises pixel differences representing the field that indicate a fully-circular outline or a partially-circular outline.
4. The system of claim 1 , further comprising a user interface, wherein the one or more computing devices are configured to determine the machine path based on receiving user input corresponding to selection of a center pivot wayline option among a plurality of wayline type options.