Looks kind of like a ML-general so I'll treat it as such. Got a bunch of stuff an Anon asked me to dump somewhere. No general order, some of it will be more useful than others. I'll try put the actually useful stuff first. It sounded like the OP requested an image comparison tool based on heat-mapping. I forward that request, having forgotten the name of the tool(s). EDIT: Forgot some stuff, formatting. >http://www.visipics.info/index.php?title=Main_Page Still probably the best and easiest GUI deduper. Works fine even with Hydrus folders, Hydrus might not like externally deleting pics. >https://gitgud.io/koto/hydrus-dd/ see https://github.com/KichangKim/DeepDanbooru/ If you want automatic tagging, get it. Latest model is greatly improved. DD site seems even more accurate. Might have to do with model conversion. Run hydrus-dd evaluate-api-search --service myTagService in CLI to automatically tag everything in that tag service (default is my tags). >https://github.com/imbaguanxin/Recognize-Your-Waifu & https://github.com/swrd1337/waifu-recognition & https://github.com/bakwc/PornDetector & https://github.com/hhatto/nude.py & https://github.com/notAI-tech/NudeNet Classifiers. I personally don't care about these. Nudenet is the easiest to include in a project. >https://thisxdoesnotexist.com & https://github.com/justinpinkney/awesome-pretrained-stylegan Masterlist for NVIDIA stylegan projects you can test online. >https://www.gwern.net/About Gwern's site is cool if you're into this shit. >https://github.com/keptan/superCuteGrab Looks cool, but you need a saucenao account and it's generally a pain to build. >https://github.com/soruly/awesome-acg Anime&manga big data. >https://github.com/josephmisiti/awesome-machine-learning Bigass list of doing ML in a lot of programming languages. >https://github.com/BlueAmulet/ESRGAN & https://github.com/ptrsuder/IEU.Winforms/releases & https://upscale.wiki/wiki/Model_Database Enhanced Super Resolution GAN, GUI for effectively using it and scaling models for everything. What waifu2x wishes it was. >https://gitgud.io/prkc/hydrus-companion Obligatory shill for prkc if you're still using hydrus without the companion you're wrong.

>>14802 >i'm currently having this problem myself, so i thought it would be nice to have a thread to collect information about various ways to automate sorting/tagging/etc It would be cool for hydrus to automatically tag anything imported, or downloaded with tags like hasaudio if it has audio. Or even just all files, seeing I see no reason for it to fill this info in for missing files. It can't really get it wrong. Same with medium:video, etc. These are stuff it can easily recognize from the file alone. Should help the inbox sorting a little.

>>15077 It already does tag stuff based on the file, see the system tags. There is 'system:has audio' and 'system:no audio', and then there's system:filetype which lets you choose either the type (image, video, etc) or exact MIME (i.e. mp4) of files to seach. There are plenty of others too, like dimensions, time imported, hashes, filesize, etc.

>>15082 >It already does tag stuff based on the file, see the system tags. I was suggesting it automatically applies these tags when it detects them. For example if you import a file that has audio, it knows that so it just applies the tag. Unless I'm missing something, it does not seem to apply automatically.

>>15084 Is that not what it does? Unless you mean applying a non-system tag like "video with audio" or something, it does do that automatically.

>>15099 Just tried adding a new url with a bunch of videos to the watch, some have audio some don't. None of them have been autotagged with any tags, except for the few that have a hash matched. So it does not seem as if it is auto-applying tags for stuff that are videos, and stuff that has audio.

>>15101 do a search for "system:has audio" you absolute retard