/bhoomi

Data driven hydroponic agriculture automation suite

Primary LanguageC++Apache License 2.0Apache-2.0

Bhoomi

Data driven hydroponic agriculture automation suite.

What is Hydroponics?

Hydroponics is a soil-less agriculture methodology where the crops are cultivated in a water medium. All the nutrients and required favorable conditions are maintained in order to maximize the output and minimize the loss of crops.

Hydroponics comes from the ancient Greek formation of “hydro”, meaning water, and “ponics”, meaning labor. The water is doing the work here and enabling the fast growth of plants.

Advantages of Hydroponics over traditional agriculture method.

  1. Faster Growth
  2. More and better yield
  3. Free from chemical, organic in nature
  4. Can be cultivated closer to markets
  5. Not dependent on quality and quantity of land
  6. Can be completely automated, controlled and monitored

What is Bhoomi?

Framework to automate all the processes and steps involved in hydroponic agriculture.Its a pipeline management platform, that gives the farmer a holistic picture of the current conditions.

Smart actuator module, powered by ML algorithm to maintain the desired conditioning for the plants.

Functional Architecture

Bhoomi Functional Architecture

Technical Architecture

Bhoomi Technical Architecture

Visualization

An intuitive understanding of the current condition of the system is a must for effective monitoring.

The pH, EC, Temperature, and water levels can be monitored using a simple mobile application.

Predictions and the actions taken by the actuator module can also be controlled manually from the application.

Results

Training accuracy : 95.2% Test accuracy : 91.02%

Bhoomi KNN results