Image Comparison
I recently came across a couple of blog posts on image comparison algorithms shared by Dr. Neal Krawetz. One of them, titled "Kind Of Like That", describes the "dHash" algorithm which generates a perceptual hash based on gradients in the image. With more than 200k family photos to wrangle, I wrote up a PowerShell implementation to find similar images and it works surprisingly well!