Method and system for automatically capturing and extracting data from images of agricultural field crops and weeds using machine learning processes

An image capture system configured to be mounted to a farm vehicle, the image capture system comprising:

• at least one camera;
• a global positioning sensor (GPS);
• a data storage;
• a communication channel;
• a processor executing instructions from a tangible computer-readable medium, the instructions comprise:
• receiving at least one image capture location via the communication channel;
• receiving at least one GPS coordinate from the GPS;
• determining when the at least one GPS coordinate is within a predetermined radius of the at least one image capture location;
• instructing the at least one camera to capture at least one image of field crops;
• receiving the at least one image corresponding to the at least one image capture location;
• and
• storing the at least one image on the data storage.