Only if someone took a screenshot of it (or you work at Facebook).
Its not like what you read above. Here are the solutions to recover it.
Well Here are the tools which let you recover your deleted images.
Get Answers of all your Questions:
- Is there a way to get deleted Instagram pictures from someone else’s profile back?
- What site can you see old deleted Instagram pictures?
- How do I see someone’s deleted Instagram account?
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- How do I delete a picture on Instagram?
- What is a way to delete a lot of photos at once from Instagram?
- How do I see the people that stalk my Instagram profile?
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- Which site makes users copy another person’s photos and put them on Instagram as their own?
- How can you delete all your pictures from Instagram?