This thread is resolved. Here is a description of the problem and solution.
Problem: The product image on translated version not showing on single product page. Specially the Product Image had gallery images in it.
Solution: Edit the original product and make sure that the Duplicate uploaded media to translations and Duplicate featured image to translations options from the right sidebar are checked. This will make the images (both featured and media) appear on the translated products.
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