czkawka VS hydrus

https://github.com/qarmin/czkawka by far the best of anything iv tried

I've used Czkawka (https://github.com/qarmin/czkawka) because it does Lanczos-based image duplicate detection, which makes it more practical for me.

Maybe it's a setting you made or the files, not sure. You can try another software czkawka to see if you get better results with it.

For static images i used https://github.com/qarmin/czkawka and it works well enough. I think. But when i used it on a folder with gifs and their jxl conversions, it shows nothing. SURELY this could not be user error, rrrright?

I used to use DupeGuru which has some photo-specific dupe detection where you can fuzzy match image dupes based on content: https://dupeguru.voltaicideas.net/

But I switched over to czkawka, which has a better interface for comparing files, and seems to be a bit faster: https://github.com/qarmin/czkawka

Unfortunately, neither of these are integrated into Photoprism, so you still have to do some file management outside the database before importing.

I also haven't used Photoprism extensively yet (I think it's running on one of my boxes, but I haven't gotten around to setting it up), but I did find that it wasn't really built for file-based libraries. It's a little more heavyweight, but my research shows that Nextcloud Memories might be a better choice for me (it's not the first-party Nextcloud photos app, but another one put together by the community): https://apps.nextcloud.com/apps/memories

Czkawka can do this.

There's always the well-respected tool, Czkawka. Or, of the CLI is your thing, jdupes is a good option.

Just download and sort it out later. Title and extension are good enough for me - the best 'metadata' / tag generator is my mind + eyes + ears, which are put to work using Hydrus Network.

For more fine-grained tagging you can use Hydrus https://github.com/hydrusnetwork/hydrus and connect it to FlipFlip.

I can't train LoRAs on my AMD hardware but if I could I would be using the grabber I mentioned above along with Hydrus for database management and maybe IrfanView for batch resizing. Your program handles all of it on its own in a very user friendly manner so congratz for that! Bookmarking it for when I can use it.

Have you looked at hydrus, https://github.com/hydrusnetwork/hydrus?

that looks like a mac ver. of hydrus which is great for sorting & tagging images. I've literally never even thought of it in terms of other media...

Hydrus is a good alternative.

This brings us to Hydrus. My choice of software for tagging. Hydrus is a image database tool for weebs whose image libraries are too large to be practically brosed with windows folder system. It has may features but we are only interested in its tagging system.

I meant something like this.