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handle image orientation

Open obaes opened this issue 5 years ago • 2 comments

sometimes, images are the same but with rotation, would you consider implementing a rotation management feature parameter to handle similar images but rotated ?

obaes avatar Apr 01 '20 14:04 obaes

For 2D affine transformation-invariant hashes (including partial image-matching) I suggest having a look at this approach: https://pippy360.github.io/transformationInvariantImageSearch/

titusz avatar Jun 20 '20 14:06 titusz

CNNs exhibit a good degree of rotation invariance. So, you should try CNN method instead of hashes for obtaining duplicates in this case. I also encourage you to have a look at the benchmarks to guide you regarding algorithm/threshold selection for your image collection: https://idealo.github.io/imagededup/user_guide/benchmarks/

tanujjain avatar Sep 16 '20 18:09 tanujjain