Looks like one of the oldest bugs in Chromium has been fixed. Chrome used to display images in landscape orientation even if they were taken in portrait on a phone.
Now it appears that in Chrome 81 we will respect the image orientation from the files EXIF data and display the image in that orientation by default unless you override it with a CSS attribute image-orientation: none.
Fun times.