Monitoring plant health condition and detecting symptoms early are necessary to reduce disease spread which helps the farmers in effective management practices and helps to increase productivity. Thus, disease diagnosis in crops plays a major role in preserving agriculture productivity. Early detection and disease diagnosis in crops will facilitate farmers to improve their livelihood and mankind. We have considered 3 crops and 9 kinds of crop diseases. The dataset consists of 20828 images.