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signalHacker News Show HN2026-09-30

Show HN: Image Categorizer: sort a photo library with local vision models

Image Categorizer sorts photo folders using local AI via Ollama: a vision model describes each photo and flags accidental shots, a text model assigns categories refined in a browser report, and an exported script moves files or writes captions, all locally. On an RTX 4090, 1,195 photos took 80 minutes to describe and 8 minutes to sort with qwen3.6:35b and mistral-small3.2:24b.

for who
People with large photo libraries full of accidental shots, screenshots, and near-duplicates.
why now
New local AI photo sorter launches, offering private categorization without cloud uploads.
what changes
They can sort thousands of photos without manual review, and re-sort in minutes using saved descriptions, all offline.
to do
Install via uv and Ollama, pull the two models, and run the tool on a photo folder.
key points
  • Uses Ollama with qwen3.6:35b vision and mistral-small3.2:24b text models
  • 1,195 photos: 80 min describe, 8 min sort on an RTX 4090
  • Exports bash script to move files or write captions, nothing deleted
#local ai#image categorization#photo organization#ollama#open source tool
score
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