nextcloud / nextcloud/recognize

switch face-api for human

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#1,171 3 comments 12 reactions 0 assignees View on GitHub

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

Description

Describe the feature you'd like to request

more precise facial recognition

Describe the solution you'd like

I would like the project to be upgraded to use human ( https://github.com/vladmandic/human ) instead of face-api.

face-api only useses 68 points and sometime produces really confusing results. For example people with glasses seems to be all the same to face-api

Describe alternatives you've considered

https://github.com/vladmandic/human

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

The issue names face-api and the proposed human project but provides no files, tests, or entry point. First map the existing face-api integration and compare it with human's capabilities; done means an agreed migration scope and a verified replacement that addresses the reported recognition problems.

Written by the indexing model from the issue text.

Assessment

Tech stack
machine-learning
Domain
computer-vision
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
20/100

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