ageitgey / ageitgey/face_recognition
Optimum Image size
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Description
- face_recognition version:1.0
- Python version:3.5.3
- Operating System:Windows
Description
Wanted to check what is the optimum size of the image. This should depend on the CNN initial input nodes used?
also how will the number_of_times_to_upsample parameter can get tuned defaukt is one. But should be use 2,3,4,...
Also while using dlib.shape_predictor("./shape_predictor_68_face_landmarks.dat") I can detect faces but when using the same Box to face_locations no boxes were detected
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Research direction
Start by reproducing the reported behavior with face_recognition 1.0, Python 3.5.3, and Windows, but the issue provides no commands, image, output, or traceback. Investigate the questions about image size, number_of_times_to_upsample, and passing a dlib.shape_predictor-detected box to face_locations. Done should include a reproducible finding and clearly documented behavior or a confirmed fix.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- computer-vision
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 20/100