Create app.js

app.js

@@ -0,0 +1,60 @@
+const video = document.getElementById('video');
+const canvas = document.getElementById('canvas');
+const resultP = document.getElementById('result');
+const captureButton = document.getElementById('capture');
+let classifier;
+
+// Load the pre-trained model from Huggingface
+classifier = ml5.imageClassifier('https://huggingface.co/models/your-model-url', modelReady);
+
+function modelReady() {
+    console.log('Model Loaded!');
+}
+
+// Access the camera
+navigator.mediaDevices.getUserMedia({ video: true })
+    .then(stream => {
+        video.srcObject = stream;
+    })
+    .catch(err => {
+        console.error('Error accessing the camera: ', err);
+    });
+
+captureButton.addEventListener('click', () => {
+    const context = canvas.getContext('2d');
+    context.drawImage(video, 0, 0, canvas.width, canvas.height);
+    classifyImage();
+});
+
+function classifyImage() {
+    classifier.classify(canvas, (err, results) => {
+        if (err) {
+            console.error(err);
+            return;
+        }
+        const jellyType = results[0].label;
+        const sugarLevel = getSugarLevel(jellyType);
+        const hazard = getHazardLevel(sugarLevel);
+        resultP.textContent = `Jelly Type: ${jellyType}, Sugar Level: ${sugarLevel}, Hazard: ${hazard}`;
+    });
+}
+
+function getSugarLevel(jellyType) {
+    // Dummy data for demonstration purposes
+    const sugarData = {
+        'jellyA': 10,
+        'jellyB': 20,
+        'jellyC': 30
+    };
+    return sugarData[jellyType] || 0;
+}
+
+function getHazardLevel(sugarLevel) {
+    if (sugarLevel > 25) {
+        return 'Red (High Hazard)';
+    } else if (sugarLevel > 15) {
+        return 'Yellow (Moderate Hazard)';
+    } else {
+        return 'Green (Low Hazard)';
+    }
+}