Update README.md

README.md

@@ -34,24 +34,26 @@ const processor = await AutoProcessor.from_pretrained('onnx-community/yolov10x')
 // Read image and run processor
 const url = 'https://huggingface.co/datasets/Xenova/transformers.js-docs/resolve/main/city-streets.jpg';
 const image = await RawImage.read(url);
-const { pixel_values } = await processor(image);
+const { pixel_values, reshaped_input_sizes } = await processor(image);
 
 // Run object detection
 const { output0 } = await model({ images: pixel_values });
 const predictions = output0.tolist()[0];
+
 const threshold = 0.5;
+const [newHeight, newWidth] = reshaped_input_sizes[0]; // Reshaped height and width
+const [xs, ys] = [image.width / newWidth, image.height / newHeight]; // x and y resize scales
 for (const [xmin, ymin, xmax, ymax, score, id] of predictions) {
     if (score < threshold) continue;
-    const bbox = [xmin, ymin, xmax, ymax].map(x => x.toFixed(2)).join(', ')
-    console.log(`Found "${model.config.id2label[id]}" at [${bbox}] with score ${score.toFixed(2)}.`)
+
+    // Convert to original image coordinates
+    const bbox = [xmin * xs, ymin * ys, xmax * xs, ymax * ys].map(x => x.toFixed(2)).join(', ');
+    console.log(`Found "${model.config.id2label[id]}" at [${bbox}] with score ${score.toFixed(2)}.`);
 }
-// Found "car" at [177.70, 336.97, 398.84, 417.47] with score 0.97.
-// Found "car" at [447.32, 378.86, 639.43, 478.14] with score 0.97.
-// Found "person" at [473.79, 430.18, 533.20, 532.84] with score 0.95.
-// Found "bicycle" at [352.02, 526.71, 463.56, 588.08] with score 0.93.
-// Found "bicycle" at [1.32, 517.64, 109.91, 584.40] with score 0.92.
-// Found "bicycle" at [449.09, 478.36, 555.36, 537.83] with score 0.91.
-// Found "person" at [550.20, 261.00, 591.49, 332.14] with score 0.90.
-// Found "person" at [392.72, 481.26, 442.78, 586.88] with score 0.89.
+// Found "car" at [559.30, 472.72, 799.58, 598.15] with score 0.95.
+// Found "car" at [221.91, 422.56, 498.09, 521.85] with score 0.94.
+// Found "bicycle" at [1.59, 646.99, 137.72, 730.35] with score 0.92.
+// Found "bicycle" at [561.25, 593.65, 695.01, 671.73] with score 0.91.
+// Found "person" at [687.74, 324.93, 739.70, 415.04] with score 0.89.
 // ...
 ```