Modelpublic

ViktorHarold/rice-pest-detector

sourceHugging Faceapache-2.0updated 10mo agoView on Hugging Face

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Model Card

Rice Pest Detection Model

A TensorFlow.js model for detecting pests in rice leaves using computer vision.

Model Description

This model classifies rice leaf images to detect the presence of pests. It's designed for use in agricultural applications to help farmers identify pest problems early.

Model Type: Image Classification Input: 224x224 RGB images Output: Binary classification (Healthy vs Pest-infected)

Usage

In TensorFlow.js

javascript

async function loadModel() {
    const model = await tf.loadLayersModel('https://huggingface.co/your-username/rice-pest-detector/resolve/main/tfjs_rice_pest_model/model.json');
    return model;
}