Categories: Image

Built a tool for anyone drowning in huge image folders: HybridScorer

Drowning in huge image folders and wasting hours manually sorting keepers from rejects?

I built HybridScorer for exactly that pain. It’s a local GPU app that helps score big image sets by prompt match or aesthetic quality, then lets you quickly fix edge cases yourself and export clean selected / rejected folders without touching the originals.
Installs everything needed into an own virtual environment so NO Python PAIN and no messing up with other tools whatsoever.

Built it because I had the same problem myself and wanted a practical local tool for it.

GitHub: https://github.com/vangel76/HybridScorer

100% Local, free and open source.

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SUPIR (Super Resolution) – Tutorial to run it locally with around 10-11 GB VRAM

So, with a little investigation it is easy to do I see people asking Patreon sub for this small thing so I thought I make a small tutorial for the good of open-source: A bit redundant with the github page but for the sake of completeness I included steps from…

March 1, 2024

In "Image"

(Crypto)Miner loaded when starting A1111

Since some time now, I noticed, that when I start A1111, some miners are downloaded from somewhere and stop A1111 from starting. Under my user name, a folder was created (.configs) and inside there will then be a file called update.py and often 2 random named folders that contain various…

December 29, 2025

In "Image"

I built a free local AI image search app — find images by typing what’s in them

Built Makimus-AI, a free open source app that lets you search your entire image library using natural language. Just type "girl in red dress" or "sunset on the beach" and it finds matching images instantly — even works with image-to-image search. Runs fully local on your GPU, no internet needed…

February 20, 2026

In "Image"

AI Generated Robotic Content