Autonomous laser weed eradication
Disclosed herein are methods, devices, modules, and systems which may be employed for automated weed identification, control, and eradication. These methods, devices, modules, and systems provide an alternative to hand cultivation or chemical herbicides. Devices disclosed herein may be configured to locate, identify, and autonomously target a weed with a beam, such as a laser beam, which may burn or irradiate the weed. The methods, devices, modules, and systems may be used for agricultural crop management or for at-home weed control.
1. A targeting system for autonomous weed eradication comprising:
a first camera configured to image a surface;
an emitter configured to emit a beam toward the surface; and
a computing system in communication with the first camera and the emitter, the computing system capable of performing operations comprising:
receiving, from the first camera, an image of the surface, the image comprising a weed on the surface,
identifying a region in the image that includes the weed,
determining a target location of the weed based on the identified region in the image,
aligning an optical path of the beam based on the target location of the weed, and
causing the emitter to emit the beam toward the weed when at least part of the optical path is aligned with the target location of the weed, wherein emitting the beam towards the weed kills or damages the weed.
2. The targeting system of claim 1 , further comprising a second camera in communication with the computing system.
3. The targeting system of claim 2 , wherein the operations further comprise:
receiving a second image from the second camera, the second image comprising the surface;
identifying a region in the second image that includes the weed;
determining a predicted location of the weed based on the second image and the identified region in the second image; and
aligning the first camera with the predicted location.
4. The targeting system of claim 3 , wherein the image comprises the predicted location.
5. The targeting system of claim 1 , further comprising an actuator configured to align the optical path of the beam based on the target location.
6. The targeting system of claim 5 , wherein the actuator is further configured to align the first camera with a predicted location.
7. The targeting system of claim 5 , wherein the actuator is configured to control a mirror in the optical path.
8. The targeting system of claim 1 , wherein the targeting system is positioned on a vehicle.
9. The targeting system of claim 8 , further comprising an inertial measurement unit configured to measure an acceleration of the targeting system and a rotation of the targeting system relative to the surface.
10. The targeting system of claim 1 , wherein the emitter is a laser.
11. The targeting system of claim 10 , wherein the laser is selected from the group consisting of an infrared laser, an ultraviolet laser, and a visible laser.
12. A method for autonomously killing a weed, the method comprising:
receiving a image of a surface, the image comprising the weed on the surface;
identifying a region in the image that includes the weed;
determining a target location of the weed based on the identified region in the image;
aligning an optical path of a beam based on the target location of the weed; and
causing an emitter to emit the beam toward the weed when at least part of the optical path is aligned with the target location of the weed, wherein emitting the beam towards the weed kills or damages the weed.
13. The method of claim 12 , further comprising:
receiving a second image of the surface;
identifying a region in the second image that includes the weed; and
determining a predicted location of the weed based on the second image and the identified region in the second image;
wherein the image comprises the predicted location.
14. The method of claim 12 , wherein the emitter is moving relative to the surface.
15. The method of claim 12 , further comprising causing the emitter to deactivate the beam after the weed has been damaged or killed.
16. The method of claim 12 , wherein the aligning the optical path based on the target location comprises referencing a calibration function.
17. A system for autonomous weed eradication, the system comprising:
a processor; and
a memory having programming instructions stored thereon, which, when executed by the processor, causes the system to perform operations comprising:
receiving a image of a surface, the image comprising a weed on the surface,
identifying a region in the image that includes the weed,
determining a target location of the weed based on the identified region in the image,
adjusting a position of an actuator to align an optical path of a beam based on the target location of the weed, and
causing an emitter to emit the beam at least part of the optical path is aligned with the target location of the weed, wherein emitting the beam towards the weed kills the weed.
18. The system of claim 17 , wherein the operations further comprise:
receiving a second image of the surface;
identifying a region in the second image that includes the weed; and
determining a predicted location of the weed based on the second image and the identified region in the second image;
wherein the image comprises the predicted location.
19. The system of claim 17 , wherein the operations further comprise: causing the emitter to deactivate the beam once the weed has been damaged or killed.
20. The targeting system of claim 1 , wherein the operations further comprise:
prior to receiving the image, receiving a second image of the surface;
identifying a region in the second image that includes the weed;
determining a predicted location of the weed based on the second image and the identified region in the second image; and
aligning the first camera with the predicted location.