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An open source library and framework for deep learning on satellite and aerial imagery.

A free and open database for farming and gardening knowledge. You can grow anything!

farmOS: A web-based farm record keeping application.

This library reads and writes ESRI Shapefiles in pure Python.

FarmVibes.AI: Multi-Modal GeoSpatial ML Models for Agriculture and Sustainability

Robust and efficient coverage paths for autonomous agricultural vehicles. A modular and extensible Coverage Path Planning library

Tania is a farm management software for the hobbyist and smallholder farmer.

Plant phenotyping with image analysis

A system that uses ESP-NOW, LoRa, and other protocols to transport sensor data in remote areas without relying on WiFi.

Open source Farm management Information System (FMIS) - Connecting farms to the world

An open-source, low-cost, image-based weed detection device for in-crop and fallow scenarios.

Crop Yield Prediction with Deep Learning

AgML is a centralized framework for agricultural machine learning. AgML provides access to public agricultural datasets for common agricultural deep learning tasks, with standard benchmarks and pretrained models, as well the ability to generate synthetic data and annotations.

Open source remote sensing dataset with benchmarks

The world’s first community-led, not-for-profit, digital platform joining farmers and scientists together for participatory assessment of social, environmental and economic outputs of farming systems.

Code that makes the Iowa Environmental Mesonet run, or run into the ground.

Python package for calculating reference/potential evapotranspiration (ETo).

This repository contains codes for the paper entitled "A CNN-RNN Framework for Crop Yield Prediction"

A dataset, API, and parser for USDA plant hardiness zones.

A python Two Source Energy Balance model for estimation of evapotranspiration with remote sensing data

Crop/Weed Field Image Dataset

Agricultural datasets

Sentinel-2 for Agriculture (Sen2Agri) is a software system processing high resolution satellite images for agricultural purposes funded by ESA (European Space Agency). Please register on the Sen2Agri webpage for Sen2Agri system updates and information.

tutorials made for biologists to learn deep learning

soilDB: Simplified Access to National Cooperative Soil Survey Databases

Data Access Client for Global Surface Summary of the Day (GSOD) Weather Written in R

RGeo component for reading ESRI shapefiles

Provides growing, harvesting and recipe information for the 45 plants in the database as well as a json api so that people can hopefully use this data to build other apps.

Open Source Rootzone Monitoring

Sample datacards, shapefiles, and other files you can use for testing