Inspiration - While thinking about problems related with agriculture we analyze that farmers now a days faces a lot of problem. Whether their crop is getting infected by various deceases, lack of knowledge of latest farming techniques and also lack of community support. And We tried to provide solution of all this problems.
What it does - It's main features include following
Machine Learning API for decease detection - We have connected our web app with an ML API. Using our webapp farmers can upload picture of their crop and at backend our ML Api will analyse that picture and give a detailed report about the health of crop. This will help farmers in taking necessary measures to improve crop health and will help in detecting unbalanced diet.
Support Chatbot - It streamlines interactions between people and services, enhancing farmers experience and help them in navigating through our Website.
Discussion Section - This section is inspired from stack overflow and is created to help farmers in solving their queries. Here farmers can share their questions and can also answer already asked question. Or they can also refer already answered question if they helps them. It will help in building interactive community of farmers.
Expert Tips - Here farmers can find articles on latest farming technologies or tools posted by agricultural experts and scientist. This will help in keeping farmers updated about latest trends in farming. It will help in improving overall efficiency in food production.
Shop Section - Using this section farmers can sell their crops and used tools to anyone who offer them fair value of their goods.
How we built it - To build this application we have used Javascript, HTML, CSS and firebase.
Challenges we ran into - We face some challenges while connecting our application with the machine learning API. But it didn't took much long and we solved it.
Accomplishments that we're proud of - We are proud of that we made a WebApp that is easily accessible that results in improved efficiency in food production, detecting unbalanced diets, modernizing agricultural operations and enabling farmers in making better decision about crop quality and appropriate buyer. We provide services like ML API for decease detection, support chatbot, a discussion and expert tips window, contact us section, collective announcement window.
What we learned - While developing this project we learned many things like how a project is deveoped from scratch. And we also got a lot of technical knowledge of JS, HTML, CSS.
What's next for AgroTech - We do have some future scope for this application.
- Making it accessible in multiple languages, So that farmers from different region or with different native languages can leverage benefits of this application.
- Train our ML API for decease detection and make it more accurate.
- Train our chatbot and make it more user friendly.
- We can create login page and provide services and security accordingly.
- Implement buying options for crops and tools in shop section.
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