Release Notes
This is the initial release of the plant-disease-predictor API, a web application that enables farmers and gardeners to identify plant diseases by submitting leaf images for analysis. The API is powered by a convolutional neural network (CNN) model designed to classify plant diseases from image data. No prior version exists; all features listed represent the foundational capabilities of this release.
New features
- Plant Disease Prediction EndpointSubmit a leaf image to receive a disease classification prediction. The API accepts image uploads and returns the predicted disease label along with a confidence score, enabling programmatic integration into farming or gardening tools.
- CNN-Powered Image AnalysisDisease identification is performed by an underlying convolutional neural network (CNN) model trained on plant leaf imagery, providing automated and scalable disease detection without manual inspection.
- Web Application InterfaceA web-based front end is included alongside the API, allowing non-developer users such as farmers and gardeners to upload leaf images and receive disease predictions directly in a browser.