@baavinashkumar: I'm still unclear about your goals here. What kind of images are you intending to share, and where will you be sharing them?
You've asked your question in the Social Media category, so I imagine you're talking about sharing on social sites, but you're asking about SEO and have tagged the topic "SEO". Most social media sites mark links as nofollow, so they will have no effect on SEO. You may be able to gain traffic from social media, depending on your niche and your approach, but you are wasting your time trying to use it for SEO.