Hi Adrian,
As I can see you're using the imresize function to resize the image to the desired input size. However, this function may introduce artifacts and distortions in the image, which can affect the accuracy of the object detection. To avoid this, you can try using a different resizing method, such as bicubic interpolation, which can provide a smoother and more accurate image.
Here's an example how you can modify the code:
I = imread(testDataTbl.imageFilename{84});
I = imresize(I,[inputSize(1) NaN]);
I = imresize(I,[NaN inputSize(2)]);
[bboxes,scores] = detect(detector,I);
I = insertObjectAnnotation(I,'rectangle',bboxes,scores);
figure
imshow(
I)
In this code, we first resize the image to the desired height using imresize(I,[inputSize(1) NaN]), then we resize it to the desired width using imresize(I,[NaN inputSize(2)]). This way, we avoid introducing artifacts and distortions in the image, which can improve the quality of the output.
I hope this helps.
Regards
Priyank
