ageitgey / ageitgey/face_recognition
Use the Model (.clf file) with live video stream
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- Dominant language
- Python
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Description
- face_recognition version: 1.2.3
- Python version: 3.5.2
- Operating System: Ubuntu 16.0.4
Description
Would like to use the model file (.clf file ) from the file face_recognition_knn.py in live video streaming.
What I Did
- I have built the model with face_recognition_knn.py but couldn't be able to use it for the live streaming.
- I have use the tool "pickle" to build the model but when I have use the model file in live streaming without GPU support then streaming is extremely slow.
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
Start by reading face_recognition_knn.py and reproducing the reported live-streaming setup with the .clf model and pickle on the stated Python and Ubuntu versions. The issue names no target file, test, or acceptance criteria, so the supported model-loading and performance behavior would need to be defined before implementation.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- computer-vision, machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100