A project aimed at finding cultivatable land for agricultural needs using satellite imagery and image processing techniques.
- Githubhttps://github.com/metal0bird/Reinforcement_learning_portfolio_optimization
- PlatformR shiny
- StackPython, R, opencv
- Linkhttps://4bdul4ziz.github.io/AgriVision/
AgriVision is a project aimed at finding cultivatable land for agricultural needs using computer technology and image processing techniques. The lack of suitable land for food crops cultivation is a significant challenge in improving the farming sector. With increasing population and demand for food, this project serves as a starting point for further research and development in the field of agriculture and food production.
Features
Provides a user-friendly interface through R Shiny app
Marks regions with greener areas as potential cultivatable land
Gives the user option to enter location
Provides precise cop suitability and cultivable land recommendations
Utilizes real-time satellite images and advanced image processing techniques to identify cultivatable land