Comments (5)
I just traced the code, looks like the landmarks are maximum of 64x64 heatmap.
So the detected landmarks should be on the heatmap grid.
from face-alignment.
@LexSong Yes, you are right. You can probably keep them real but this will not matter to much in practice.
from face-alignment.
@1adrianb I just tried the landmark detector on a video, and the "rounding" landmarks are jumping around between video frames. The movement is not smooth. I will add a smooth filter to solve my issue. Thanks for your help
from face-alignment.
@LexSong Yes, smoothing should defenitly help. Is the "jump" significant? In the video that I generated the next frame was initialised with the previous prediction (the bbox of the prediction) which made the results more stable than using a detector. I don't know however if it we be useful also in your case.
Also, if time is not an issue you can run it twice on the same frame (first using the detected bbox and then by running it using the newly obtained bbox).
from face-alignment.
@1adrianb Thanks, I'll do more experiments
from face-alignment.
Related Issues (20)
- Incorrect Landmark HOT 1
- Tiny and Smaller pretrained models!
- I can't use it by GPU HOT 1
- fail to get 2d landmark in float dtype
- Change path to pretrained models
- [update pypi] Update the apple silicon support version HOT 1
- Retroactive change in version 1.3.5 package
- How to filter the abnormal face?
- Is there any way to parallelize the post-processing code in `batch_detect`? HOT 1
- onnx version of this model
- Detect eye blink?
- new pip pag refer
- Is there any way to locate the obscured landmarks? HOT 1
- Are the face alignement landmark result same as dlib?
- RuntimeError: PytorchStreamReader failed reading zip archive: failed finding central directory HOT 1
- When i use face_alignment.FaceAlignment(face_alignment.LandmarksType.THREE_D, flip_input=False), Why the key point shape of the last picture is (1, 1, 68, 3), and the shape of other images are (1, 1, 68, 2)
- Why I just can't run the test case you provided? HOT 1
- cant run on google colab : RuntimeError: Found no NVIDIA driver on your system. Please check that you have an NVIDIA GPU and installed a driver from http://www.nvidia.com/Download/index.aspx HOT 1
- AttributeError: 'NoneType' object has no attribute 'ReadAsArray'
- Does this project support 4k facial images ?
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from face-alignment.