Crop Guard

What it does

CropGuard is a full-stack web application that identifies plant diseases and provides users with insights and solutions about these conditions. Users can submit images of their diseased plants, and a vision transformer model is used to classify the plant species and disease. We allow users to log in so that their submissions can be saved, allowing them to see trends over an entire garden or farm, rather than just a single plant. We utilize Gemini’s API to generate insights about both individual submissions and trends about a user’s overall submissions using the Gemini-1.5 LLM. With this, users with little to no agricultural experience can make educated decisions with their plants, keeping them safe from disease. NOTE: our app is still mostly a proof of concept, and limitations in our classification model mean it can be inaccurate and has limited classifications. In the future, we also plan to improve our model training set, allowing for much higher accuracy.