Yin Yang Ranch - Building a Distributed Computer Vision Pipeline Using Python

Yin Yang Ranch - Building a Distributed Computer Vision Pipeline Using Python

Explore a distributed computer vision pipeline built using Python, OpenCV, and ZMQ for managing a small permaculture farm in Southern California. Learn how 20 Raspberry Pi computers with PiCameras and sensors capture images, detect motion, and select relevant data for tasks like reading water meters, optimizing water use, and tracking wildlife. Discover the hub and spoke design that distributes processing across devices, the advantages and disadvantages of PyZMQ messaging for image transfer, and useful OpenCV techniques for both Raspberry Pi and hub computer processing. Gain insights into hardware setups, including light types and enclosures, and access the open-source project on GitHub for code, hardware instructions, and farm photos.