Local AI-powered image classification, tagging, and organization

Quickly classify, tag, and organize images without uploading to the cloud

Categories:
Hobbies
Tags:
AI
Image processing

I have a lot of images. And, I want to quickly classify, tag, and organize them. But, I don't want to upload them to the cloud.

There are a few tools that can do this, but they're either:

  • Outdated
  • Not local
  • Not free
  • Not easy to use
  • Doesn't take advantage of more recent, better AI models
  • Not cross-platform (macOs, Windows)

Goals

  • Quickly classify, tag, and organize images without uploading to the cloud
  • Easy to use
  • Free
  • Use locally hosted AI model (Qwen)
  • Cross-platform (macOs, Windows)
  • Optimize for hardware specs (CPU, GPU, RAM)

Current status

Working prototype

Features

  • Add/manage directories containing images
  • Detect faces (DeepFace)
  • Classify images using locally hosted AI model (Qwen)
  • Normalize tags/metadata
  • Update image tags/metadata (IPTC:Keywords, XMP:dc:subject, Exif:XPKeywords, IPTC:Caption-Abstract, XMP:dc:description, etc...)