Plant Health Prediction Using CNNConvolutional Neural Network
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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 Endpoint
    Submit 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 Analysis
    Disease 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 Interface
    A 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.