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Update index.js
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index.js
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@@ -44,17 +44,27 @@ fileUpload.addEventListener('change', function (e) {
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// Detect objects in the image
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async function detect(
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imageContainer.innerHTML = '';
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imageContainer.style.backgroundImage = `url(${
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const { pixel_values } = await processor(image);
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status.textContent = '';
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outputs.tolist().forEach(renderBox);
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// Detect objects in the image
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async function detect(url) {
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// Read image
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const image = await RawImage.fromURL(url);
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// Update UI
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imageContainer.innerHTML = '';
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imageContainer.style.backgroundImage = `url(${url})`;
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// Set container width and height depending on the image aspect ratio
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const ar = image.width / image.height;
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const [cw, ch] = (ar > 720 / 480) ? [720, 720 / ar] : [480 * ar, 480];
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imageContainer.style.width = `${cw}px`;
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imageContainer.style.height = `${ch}px`;
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status.textContent = 'Analysing...';
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// Preprocess image
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const { pixel_values } = await processor(image);
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// Predict bounding boxes
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const { outputs } = await model({ images: pixel_values });
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status.textContent = '';
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outputs.tolist().forEach(renderBox);
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