README.md

# Soil-Type-Classification for Crops Suggestion 🌳🌲🎄🎋🌴

# Model deployed as Web-Application API at:🎯🔗📳  <br>
https://soilnet.herokuapp.com/

# Code Notebook at Kaggle: 📝📒📔📑🧾💻  <br>
https://www.kaggle.com/omkargurav/soil-type-classification-soilnet
<br>

# Dataset available at: 📚📓🗞💾 <br>
https://www.kaggle.com/omkargurav/soil-classification-image-data


For this project a deep learning model is trained with 903 images of four different types soil. "Alluvial", "Black", "Clay" , "Red". All images are collected 
from Google Search Engine  and crafted and filtered. 

Based on the type of the Soil Crops will be suggested. Model is deployed on ![Heroku Platform](https://www.heroku.com/).

# Acknoledgement: 🎓💡🏷🔖📌  <br>
I am expressing my gratitude towards Sir ![Krish Naik](https://www.youtube.com/channel/UCNU_lfiiWBdtULKOw6X0Dig) for his super clear explanation about Neural Network in
![Deep Learning Playlist](https://www.youtube.com/watch?v=DKSZHN7jftI&list=PLZoTAELRMXVPGU70ZGsckrMdr0FteeRUi) and 
![Model Deployment Tutorial](https://www.youtube.com/watch?reload=9&reload=9&reload=9&reload=9&v=Ie4-AOpPxBg&list=PLZoTAELRMXVPUyxuK8AphGMuIJHTyuWna)

I am also thankful to Sir ![Akash Zade](https://www.linkedin.com/in/ai-engineer-az/) for 
his model deployment explanation at ![AI in Agri Playlist](https://www.youtube.com/watch?v=BXS8bWyTM5w&list=PLfP3JxW-T70Hw39qlbtPjd0Eg0nDbN283).


# Click on Below Image for Project Demo: 😍👀🔍📺📡 <br>
[![YouTube](https://github.com/OMIII1997/Soil-Type-Classification/blob/master/screenshots/Soil%20Classification%20%26%20Crop%20Suggestion.jpg)](https://youtu.be/gnKmbgbPRJA)

# Screen-Shots:🖥🖨✔🖼📷 <br>
![Image](https://github.com/OMIII1997/Soil-Type-Classification/blob/master/screenshots/Screenshot%20(196).png)
![Image](https://github.com/OMIII1997/Soil-Type-Classification/blob/master/screenshots/Screenshot%20(197).png)
![Image](https://github.com/OMIII1997/Soil-Type-Classification/blob/master/screenshots/Screenshot%20(198).png)
![Image](https://github.com/OMIII1997/Soil-Type-Classification/blob/master/screenshots/Screenshot%20(199).png)
![Image](https://github.com/OMIII1997/Soil-Type-Classification/blob/master/screenshots/Screenshot%20(200).png)
![Image](https://github.com/OMIII1997/Soil-Type-Classification/blob/master/screenshots/Screenshot%20(201).png)
![Image](https://github.com/OMIII1997/Soil-Type-Classification/blob/master/screenshots/Screenshot%20(202).png)
![Image](https://github.com/OMIII1997/Soil-Type-Classification/blob/master/screenshots/Screenshot%20(203).png)
![Image](https://github.com/OMIII1997/Soil-Type-Classification/blob/master/screenshots/Screenshot%20(204).png)
# soil_type_identificatio
# soil_type_identificatio