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DigiFarm

Wheat disease detection telegram bot.

The problem DigiFarm solves

Our project is a telegram bot that uses an ML model in its backend to detect diseases in wheat by just clicking a picture of the wheat leaf. It is a method for the recognition of five fungal diseases of wheat shoots: Leaf rust, Stem rust, Yellow rust, Powdery mildew, and Septoria), both separately and in case of multiple diseases, with the possibility of identifying the stage of plant development.

Challenges we ran into

We could not achieve the high level of accuracy in the model as we wanted to and we also faced a problem in connecting the ML model with the telegram bot.

Discussion