The problem Crop Care solves

CropCare is an advanced tool that uses Artificial Intelligence (AI) and image processing to detect crop diseases quickly. CropCare gives reliable diagnoses for common crops such as corn, cotton, rice, potato, and tomato by analyzing smartphone photographs of the fields. This technology saves farmers money, allows them to quickly access new agricultural instruments, and protects their livelihoods by reducing crop losses. Overall, CropCare's technology has the potential to transform farming techniques, ensuring Indian agriculture's sustainability and productivity.

Challenges we ran into

Preprocessing the collected images to remove noise, resize them, and normalize pixel values. By using various preprocessing techniques we overcame the issue.
Deploying machine learning models as API. We used flask for easy API building
Overfitting.