ageitgey / ageitgey/face_recognition
Face Detection Score
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- Dominant language
- Python
- Stars
- 56.8k
- Forks
- 13.7k
- PR merge metrics
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Description
- face_recognition version: Latest
- Python version: 3.7
- Operating System: MacOSX
Description
I am doing a face detection project and I found this lib is pretty awesome. So far, I am able to use the high level API, such as face_locations to get and detect faces in a given image. However, I am wondering if it's possible to get the detection score as well. concretely, the probability score of the detected area is a face. Is this possible?
What I Did
So far, I am trying to understand the APIs from the docs
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 with the documented high-level face_locations API and the face-detection section of the linked documentation. Determine whether the current API exposes a detection probability and clarify what score output should look like; done means the requested score is clearly supported or the limitation is documented.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- computer-vision, machine-learning
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 30/100