Instead of

blobFromImage(frame, 1.0, Size(640, 480), Scalar(), true, false);

Try

Mat blob = blobFromImage(frame, 1/127.5, Size(300, 300), Scalar(127.5, 127.5, 127.5), true, false);
net.setInput(blob);
Mat detections = net.forward();