openweedlocator-tools 0.0.2

A toolkit for green-on-brown and green-on-green weed detection

Official OpenWeedLocator Toolkit

Simplifying the integration of weed detection into your platform.

Overview

The OpenWeedLocator (OWL) is an open-source weed detection device for low-cost, DIY site-specific weed management. Here, we're making the software that supports the OWL more accesible with an easy-to-use API, so you can integrate weed detection into your own devices and services more easily by simply calling GreenonBrown.find().

Currently, it supports green-on-brown detection on all platforms, and green-on-green on desktops through the Ultralytics package.

In the future, we will support plant counting, GPS integration and green-on-green on edge devices (Jetson Nano, Raspberry Pi)

Installation

To install the latest version of openweedlocator-tools simply run:

Desktop

pip install openweedlocator-tools[desktop]

Quick Start

from owl.viz import webcam, images_and_video

# Run using your webcam
webcam(algorithm='gog', model_path='models/yolov8n.pt) # press escape to exit, add your own model path as required or clone this repository

# or 
images_and_video(media_path='path/to/your/media_files

Streamlit App

Try it for yourself now with the online, Streamlit app!