reCAPTCHA not showing in form

I am using WP Post Popup to show my wpform. I enabled reCAPTCHA on my form. The captcha shows correctly when I go to the form page directly, but not on the popup.

Also on mobile devices, reCAPTCHA show up since it goes to post permalink instead of showing the modal.

Any suggestions to make it work? Thanks
Madan