Inspiration
Our inspiration comes from helping the community and tackling social problems to make the world a better place.
What it does
Farmers can detect unhealthy crops and get suggestions on how to act and handle these crops offline (no internet or mobile connection needed). Farmers can get updates of weather conditions which may help diseases spread further via SMS.
How we built it
Trained yolov5 for image detection. Built an application using react-native and js. Deployed trained yolov5 on application. SMS service via twilio and openweathermap through flask scheduled task.
Challenges we ran into
Running model on mobile
Accomplishments that we're proud of
Managed to deploy model on mobile and building app in react-native as it was first time.
What we learned
Coordinating tasks, deploying NN on mobile and react-native.
What's next for KNUST_TU_Much_Intelligence
Possibility to add more crops due to modularity.
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