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You can use Block UI for this purpose, it’s a JavaScript library.
Replace <input type="submit" class="btn btn-default" value="Save" >
with
<button type="button" class="btn btn-default" onclick="submit_form()">Save</button>
Submit your form with JavaScript and upon submitting form, show image you want to show. You can watch demos here.
Source:stackexchange.com