kshop-screen-capture-checker

KShop Screen Capture Checker

A Node.js module that uses TensorFlow.js to classify screen captures as "kshop" or "other" using a pre-trained deep learning model.

Features

✅ Loads a trained TensorFlow model from a local directory.
✅ Processes images and makes predictions.
✅ Supports handling errors gracefully.

Usage

import { KShopScreenCaptureChecker } from "./KShopScreenCaptureChecker";
import * as fs from "fs";

async function main() {
    const checker = new KShopScreenCaptureChecker();
    await checker.init();

    // Read an image file
    const imageBuffer = fs.readFileSync("example.jpg");

    // Predict the result
    const result = await checker.predict(imageBuffer);
    console.log("Prediction:", result);
}

main();

Expected Prediction Output

• "kshop" – If the image matches the KShop pattern.
• "other" – If the image does not match.
• "error" – If an error occurs during prediction.