ageitgey / ageitgey/face_recognition
face_recognition for Android
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- Dominant language
- Python
- Stars
- 56.8k
- Forks
- 13.7k
- PR merge metrics
- No merged PRs in 30d
Description
- face_recognition version: latest
- Python version: 3
- Operating System: mac OSX, Android, Linux
Description
I'd like to add face recognition to an android application. I'm particularly interested in the face_encoding 128 floating points that this api provides. I have Android apps running OpenCV. I'm trying to decide the best approach and if anyone has experience with this?
- Can I take the "Training Data" from this api used to generate 128 floating points encoding to get same face_encodings in Android natively, (I did something like this with OpenALPR License Plate Classifiers .xml)
- or has someone else had better experience with compiling python code as an .apk (with all of the requirements included in this api) (grabbing camera, sensors, internet from android device)
I would want to send face_encodings to a backend server (spatial database) to have a more distributed face recognition platform.
Thanks!
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
The issue names no files, tests, or entry points. Start by reviewing the face_recognition API's face encodings and its Android compatibility, then determine whether native Android support or Python packaging is the intended direction. Done would require an agreed implementation path and documented support for generating compatible encodings on Android.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- android, opencv, python
- Domain
- computer-vision, machine-learning, mobile-dev
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 20/100