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When you delete pictures on computer running Microsoft Windows or on a memory card, the link to the data disappears, but the data still remains until overwritten by new files. If you act quickly, you may be able to successfully recover deleted pictures on your computer or memory card. If you can't recover deleted pictures on your computer through the Recycle Bin, you can try restoring previously saved versions of the files. To restore deleted pictures on a memory card, however, you'll need to download a photo recovery program. 

Method One  Use the Recycle Bin to Recover Deleted Pictures on Your Computer

1.Open the Recycle Bin (found on your desktop or in the Start Menu) and check there for the deleted picture files.
2.Select the files or folders you want to recover.
3.Right-click and choose "Restore" from the menu. These actions will restore the files to their original location prior to deletion.

Method Two  Restore Previous Versions of Deleted Pictures on Your Computer

1.Pull up the Start Menu and select "Computer" to locate the folder that contained the picture files you want to recover. Be sure that it is the folder where the files were actually saved, rather than a library.
2.Right-click on the designated folder and, in the pop-up menu, select "Restore previous versions." If your files were in a folder located in a drive, such as C:\, then select "Restore previous versions" by right clicking on that particular drive.
3.Review the list of previous versions of the folder or files within this folder/drive. Determine the most recent previous version of the picture files, or the folder containing them, that you want to restore and double-click on it.
4.Move the deleted picture files or folder containing them to a new location on your computer, by clicking and dragging them to that location in the access menu on the left side of the "Computer" window. Ideal locations for the new save might be a new folder, the desktop or an external hard drive.

Method Three Recover Phots by CardRecoveryPro

CardRecoveryPro is a simple memory card recovery software, it can effectively restore lost, deleted, corrupted or formatted photos, video files and other multimedia files from basically all of the memory card. It's absolutely safe to run CardRecoveryPro because it only performs the read-only operation on the memory card. This software doesn't move, delete, or modify the data on the card to avoid causing further damage or overwriting. It recovers the photos and movie clips from the source memory card and saves them to the destination location you specify.

You can try it from here:http://www.CardRecoveryPro.com/download/setup.exe

Professional SD Card Recovery Software Recover Lost or Deleted Photos in 3 Steps