# Soil-Type-Classification for Crops Suggestion πŸŒ³πŸŒ²πŸŽ„πŸŽ‹πŸŒ΄ # Model deployed as Web-Application API at:πŸŽ―πŸ”—πŸ“³
https://soilnet.herokuapp.com/ # Code Notebook at Kaggle: πŸ“πŸ“’πŸ“”πŸ“‘πŸ§ΎπŸ’»
https://www.kaggle.com/omkargurav/soil-type-classification-soilnet
# Dataset available at: πŸ“šπŸ““πŸ—žπŸ’Ύ
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: πŸŽ“πŸ’‘πŸ·πŸ”–πŸ“Œ
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: πŸ˜πŸ‘€πŸ”πŸ“ΊπŸ“‘
[![YouTube](https://github.com/OMIII1997/Soil-Type-Classification/blob/master/screenshots/Soil%20Classification%20%26%20Crop%20Suggestion.jpg)](https://youtu.be/gnKmbgbPRJA) # Screen-Shots:πŸ–₯πŸ–¨βœ”πŸ–ΌπŸ“·
![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