nextcloud / nextcloud/recognize

Pet/Animal instance recognition

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enhancement
Dominant language
PHP
Stars
699
Forks
68
Avg merge
1d 4h
Merged PRs (30d)
5

Description

It might be possible to use this animal classification model to extract features of the animal from photos that include animals and then cluster animal photos by those features.

Contributor guide

Open the contributing guide

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start with the linked TensorFlow Hub animal classification model and assess how its extracted features could support clustering animal photos. The issue names no files or tests, so first locate the existing photo-recognition and clustering entry points. Done would require a defined, working approach for grouping animal photos by those features.

Written by the indexing model from the issue text.

Assessment

Tech stack
tensorflow
Domain
machine-learning
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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