awesome-cropsteering
Awesome Crop Steering
Curated by IXYZ list of OpenSource projects in indoor/outdoor agriculture automation, crop steering and cannabis cultivation
Contents
- Awesome Crop Steering
AI/ML
- OpenWeedLocator - Opensource hardware and software weed detector that uses entirely off-the-shelf componentry, very simple green-detection algorithms (with capacity to upgrade to in-crop detection) and 3D printable parts
- Plant disease - Predictive model for cannabis sickness. One source identifies 30 types of cannabis ailments.
Grow Automation
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DROMatic OS - The DRO-Matic OS has been built to automate nearly every aspect of hydroponic farming for you! From nutrient dosing to pH / EC drift fixing, feeding types to draining, top-offs and even timers; we have quantified everything you need to automate successful crops.
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MudPi - A python package to gather sensor readings, trigger components, control devices and more in an event based system that can be run on a linux SBC, including Raspberry Pi
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Mycodo - Mycodo is open source software for the Raspberry Pi that couples inputs and outputs in interesting ways to sense and manipulate the environment
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gardenAutomation - Garden Automation toolkit by LedGardener
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WEGA-Box - Hydroponic system management toolkit
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Potnanny - Potnanny turns your Raspberry Pi into powerful grow-room automation system using inexpensive, off-the-shelf Bluetooth sensors, power outlets, and other devices
Calculators
- WEGA-HPG - HPG Calculator
General automation
Node RED
- Node-RED - Low-code programming for event-driven applications
Node RED flows
- Home Automation Repository - repository contains configuration files for a home automation system, including various sensors, inputs, and automation scripts
Node RED plugins
- N/A
Home Assistant
- Home Assistant - Open source home automation that puts local control and privacy first. Powered by a worldwide community of tinkerers and DIY enthusiasts
Home Assistant Automation
- HAGR - Home Assistant Grow Room is a repository for grow automation related things for Home Assistant
Home Assistant UI
- N/A
Facility management
- OpenTHC - OpenTHC is an environment of web-based applications focused on helping Cannabis/Hemp and Organic Horticulture industry participants meet their regulatory requirements
Irrigation
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OpenSprinkler AVR/RPI/BBB Firmware - This is a unified OpenSprinkler firmware for Arduino, and Linux-based OpenSprinklers such as OpenSprinkler Pi
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OpenMinder - Allows anyone to build a device that can monitor the rootzone of their plants to make the most optimum use of water and fertigation ingredients to ensure a happy plant. This is done by measuring the water going into the plants on the irrigation side, as well as coming out on the runoff side, thus allowing comparisons
Frameworks
ESPHome
- ESPHome - ESPHome is a system to control your microcontrollers by simple yet powerful configuration files and control them remotely through Home Automation systems
- PLF10 - KAUF Power Monitoring Smart Plug (PLF10)
ESPHome Configs
- Aquaponics-Kit - Code for Atas Scientific Wi-Fi Aquaponics Kit to be compatable with ESPHome and HomeAssistant using Adafruit HUZZAH32 – ESP32 Feather Board
Tasmota
- Tasmota - Alternative firmware for ESP8266 and ESP32 based devices with easy configuration using webUI, OTA updates, automation using timers or rules, expandability and entirely local control over MQTT, HTTP, Serial or KNX
Tasmota Configs
- N/A
Hardware
Components
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Seed Studio - various modules and components based on ESP32 and other MCU
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LILYGO - varous modiles and components. Good relay boards based on ESP32
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Adafruit - Adafruit ESP32 modules
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M5 Stack - Standard 5×5cm functionally stacking modularized components hardware system
Sensors
- Atlas Scientific - T/H, Pressure, pH, EC, ORP probes and interface boards. Dosing pumps, flowmeters. Lab grade.
MCU and SOC
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ESP32 - A feature-rich MCU with integrated Wi-Fi and Bluetooth connectivity for a wide-range of applications
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Particle - hardware modules for IoT
Modular systems
- WisBlock by RAK Wireless - Create your own hardware with WisBlock Core, WisBlock Base and other WisBlock Modules
DIY
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OpenSprinkler Hardware - OpenSprinkler Hardware Design files, made in EagleCAD software
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SENTSOR Core ESP32-EMBED - all-in-one, super low power development board based on latest revision of ESP32 chip. BOM, easyEDA PCB blueprints
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Hydromisc - A single PCBA with all the necessary I/O to automate a typical small to mid-size hydroponic grow, controllable over Wifi. It may also be suitable for aquariums, ponds, or any other biological or chemical process involving water treatment
Metrics and Logging
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OS-RS485 - OpenSteering-RS485 Data logger
- OpenSteering-SDI12 - SDI-12 Data logger, up to 62 addresses
- TDR-Sensor - A TDR sensor that measures moisture content, EC, and temperature for Rockwool Substrates or Soil Substrates
Mixers and Dosers
- WEGA-Mixer - WEGA-Mixer is a device for the automatic preparation of two-component complex fertilizers in liquids by precisely mixing their composition (RU, requires google translate).
MQTT
- Mosquitto - Mosquitto is an open source implementation of a server for version 5.0, 3.1.1, and 3.1 of the MQTT protocol
- EMQX - EMQX is the world’s most scalable open-source MQTT broker with a high performance that connects 100M+ IoT devices in 1 cluster, while maintaining 1M message per second throughput and sub-millisecond latency.
Relay and power control
- EC-POWERCONTROL - Edge controller power control for esp32
Storing Data
- InfluxDB - InfluxDB is an open source time series database
- Open TSDB - OpenTSDB is a distributed, scalable Time Series Database (TSDB) written on top of HBase
Visualization
Visualization Libraries
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Giraffe - A React-based visualization library powering the data visualizations in the InfluxDB 2.0 UI
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D3.js - D3 (or D3.js) is a free, open-source JavaScript library for visualizing data. Its low-level approach built on web standards offers unparalleled flexibility in authoring dynamic, data-driven graphics
Visualization platforms
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Grafana - The open-source platform for monitoring and observability
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InfluxDB - InfluxDB is an open source time series database
Zigbee
- Zigbee2MQTT - It bridges events and allows you to control your Zigbee devices via MQTT. In this way you can integrate your Zigbee devices with whatever smart home infrastructure you are using.