TITLE: Grow&Nourish AI
DESCRIPTION OF THE HACK:
- Crop Recommendation Model : Based on factors like soil and climatic conditions, the model can recommend the suitable crop to grow in a particular area.
- Fertilizer Recommendation Model : By analyzing soil nutrient levels, pH, crop nutrient requirements and environmental factors, the model can recommend the appropriate type of fertilizer.
- Chatbot : To address any queries or specifications.
TECH STACK USED:
- HTML, CSS, JS : For frontend.
- Random Forest Classifier: A pre-trained machine learning model.
- Plugins : google_translate
- BotPress : for chatbot
INSTALLATION STEPS: 1.open the index.html file on a port 2.change to logiclynx/clients/pages directory 3. in the terminal write "python app.py" 4. Go to the deployed link on your local device 5.It is deployed using flask
LIBRARIES AND DEPENDENCIES:
- Pandas
- NumPy
- Sklearn
- Warnings
- Pickle
- Flask
https://drive.google.com/file/d/1FYMcLem8IXE0ccC-cBAh--VRUsnYaBWU/view?usp=drivesdk