https://github.com/kanchanraiii/crop-recommendation-system
https://github.com/kanchanraiii/crop-recommendation-system
crop-recommendation machine-learning-models random-forest streamlit-webapp
Last synced: 4 months ago
JSON representation
- Host: GitHub
- URL: https://github.com/kanchanraiii/crop-recommendation-system
- Owner: kanchanraiii
- Created: 2024-05-24T08:25:32.000Z (about 2 years ago)
- Default Branch: main
- Last Pushed: 2024-06-28T13:58:13.000Z (almost 2 years ago)
- Last Synced: 2025-06-11T09:56:49.168Z (about 1 year ago)
- Topics: crop-recommendation, machine-learning-models, random-forest, streamlit-webapp
- Language: Jupyter Notebook
- Homepage:
- Size: 4.71 MB
- Stars: 3
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
Crop Recommendation System
This application assists farmers in selecting the optimal crop to cultivate considering soil composition and environmental conditions. By providing information such as nitrogen phosphorus and potassium levels as well as temperature humidity pH and rainfall users receive tailored recommendations for the most suitable crop out of a selection of 22 options. This is a supervised multi-class classification problem.
💻 Built with
Technologies used in the project:
* Python
* Jupyter
* Streamlit
* Numpy
* Pandas
* Sklearn