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1adrianb / face-alignment

:fire: 2D and 3D Face alignment library build using pytorch
https://www.adrianbulat.com
BSD 3-Clause "New" or "Revised" License
7.05k stars 1.34k forks source link

error when run:fa = face_alignment.FaceAlignment(face_alignment.LandmarksType._2D, enable_cuda=True, flip_input=False) #65

Closed Edwardmark closed 6 years ago

Edwardmark commented 6 years ago

Downloading the face detection CNN. Please wait... Traceback (most recent call last): File "/opt/conda/lib/python3.5/urllib/request.py", line 1254, in do_open h.request(req.get_method(), req.selector, req.data, headers) File "/opt/conda/lib/python3.5/http/client.py", line 1106, in request self._send_request(method, url, body, headers) File "/opt/conda/lib/python3.5/http/client.py", line 1151, in _send_request self.endheaders(body) File "/opt/conda/lib/python3.5/http/client.py", line 1102, in endheaders self._send_output(message_body) File "/opt/conda/lib/python3.5/http/client.py", line 934, in _send_output self.send(msg) File "/opt/conda/lib/python3.5/http/client.py", line 877, in send self.connect() File "/opt/conda/lib/python3.5/http/client.py", line 1260, in connect server_hostname=server_hostname) File "/opt/conda/lib/python3.5/ssl.py", line 377, in wrap_socket _context=self) File "/opt/conda/lib/python3.5/ssl.py", line 752, in init self.do_handshake() File "/opt/conda/lib/python3.5/ssl.py", line 988, in do_handshake self._sslobj.do_handshake() File "/opt/conda/lib/python3.5/ssl.py", line 633, in do_handshake self._sslobj.do_handshake() ssl.SSLEOFError: EOF occurred in violation of protocol (_ssl.c:645)

During handling of the above exception, another exception occurred:

Traceback (most recent call last): File "", line 1, in File "/workspace/face-alignment/face_alignment/api.py", line 81, in init os.path.join(path_to_detector)) File "/opt/conda/lib/python3.5/urllib/request.py", line 188, in urlretrieve with contextlib.closing(urlopen(url, data)) as fp: File "/opt/conda/lib/python3.5/urllib/request.py", line 163, in urlopen return opener.open(url, data, timeout) File "/opt/conda/lib/python3.5/urllib/request.py", line 466, in open response = self._open(req, data) File "/opt/conda/lib/python3.5/urllib/request.py", line 484, in _open '_open', req) File "/opt/conda/lib/python3.5/urllib/request.py", line 444, in _call_chain result = func(*args) File "/opt/conda/lib/python3.5/urllib/request.py", line 1297, in https_open context=self._context, check_hostname=self._check_hostname) File "/opt/conda/lib/python3.5/urllib/request.py", line 1256, in do_open raise URLError(err) urllib.error.URLError: <urlopen error EOF occurred in violation of protocol (_ssl.c:645)>

Edwardmark commented 6 years ago

I use docker image to run the code.

Edwardmark commented 6 years ago

@1adrianb Thank you! I have solved this issue by manually downloading the face_detector and face_alignment model. Your passion and politeness impress me, thank you very much! Best, Edward

1adrianb commented 6 years ago

@Edwardmark I am glad it works! I am really sorry for the issue you experienced.

Edwardmark commented 6 years ago

@1adrianb Another question, do you have any ideas about how to actually align the faces based on the landmark locations? Maybe use some affine functions? Any advise?

1adrianb commented 6 years ago

@Edwardmark as a simple approach, you can try to use Procrustes (https://www.mathworks.com/help/stats/procrustes.html) but depending on how accurate you need to be or how difficult your poses are you may need something better.

Urviagrawal commented 6 years ago

Hey @Edwardmark Did you find any method for actually aligning faces. I need to align face in 3D co-ordinates(frontal alignment). Thank you in advance

Sam7791 commented 5 years ago

hello, I experience the same issue because my network administrator don't allow the connection. Where I can download the face_detector and face_alignment model? how I will modify the code to allow offline call of fa = face_alignment.FaceAlignment(face_alignment.LandmarksType._2D, flip_input=False) Thanks in advance. Samir

1adrianb commented 5 years ago 
'2DFAN-4': 'https://www.adrianbulat.com/downloads/python-fan/2DFAN4-11f355bf06.pth.tar',
'3DFAN-4': 'https://www.adrianbulat.com/downloads/python-fan/3DFAN4-7835d9f11d.pth.tar',
'depth': 'https://www.adrianbulat.com/downloads/python-fan/depth-2a464da4ea.pth.tar',
Sam7791 commented 5 years ago

Great thanks!

skixmr commented 1 year ago 
'2DFAN-4': 'https://www.adrianbulat.com/downloads/python-fan/2DFAN4-11f355bf06.pth.tar',
'3DFAN-4': 'https://www.adrianbulat.com/downloads/python-fan/3DFAN4-7835d9f11d.pth.tar',
'depth': 'https://www.adrianbulat.com/downloads/python-fan/depth-2a464da4ea.pth.tar',

Where do you paste those files to after downloading them, I am having problems doing so, any help?