Spaces:
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Add proper YAML metadata and app description
Browse files- .gitattributes +35 -0
- README.md +17 -81
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README.md
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\# πΎ Smart Crop Recommendation System
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A \*\*machine learning-based crop recommendation system\*\* that suggests the best crop to grow based on soil and weather parameters. The system is deployed using \*\*Streamlit\*\* for an interactive user interface.
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---
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---
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\## βοΈ Features
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\- Takes \*\*soil nutrients\*\* (N, P, K), \*\*temperature\*\*, \*\*humidity\*\*, \*\*pH\*\*, and \*\*rainfall\*\* as input.
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\- Uses \*\*Random Forest Classifier\*\* to predict the most suitable crop.
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\- Interactive \*\*Streamlit interface\*\* with sliders for easy input.
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\- Ready for deployment on \*\*local machine or cloud\*\*.
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---
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1\. \*\*Clone the repository\*\*:
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```bash
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git clone <your-repo-url>
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cd suggestion
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suggestion/
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β
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βββ app/
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β βββ streamlit\_app.py # Streamlit interface
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βββ data/
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β βββ SmartCrop-Dataset.csv # Dataset with soil and weather data
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βββ models/
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β βββ crop\_model.pkl # Saved trained ML model
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βββ src/
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β βββ data\_processing.py # Load \& preprocess dataset
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β βββ model\_training.py # Train and save ML model
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β βββ predict.py # Load model \& make predictions
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βββ requirements.txt # Python dependencies
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title: Smart Crop Recommendation
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emoji: πΎ
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colorFrom: green
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colorTo: blue
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sdk: streamlit
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sdk_version: "1.27.0"
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app_file: app/streamlit_app.py
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pinned: true
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# Smart Crop Recommendation App π±
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This app recommends the most suitable crop based on your soil and weather inputs:
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- Input features: **N, P, K, Temperature, Humidity, pH, Rainfall**
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- Predicts the best crop using a trained ML model
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## How to use:
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1. Adjust the sliders for N, P, K, Temperature, Humidity, pH, and Rainfall
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2. Click **Recommend Crop**
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3. The predicted crop will be displayed instantly
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Check out the documentation for more details: [Hugging Face Spaces Config](https://huggingface.co/docs/hub/spaces-config-reference)
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