2 months ago
builder
RUN python -c "from deepface import DeepFace; DeepFace.build_model('VGG-Face'); DeepFace.build_model('RetinaFace')"
3s
Traceback (most recent call last):
File "<string>", line 1, in <module>
File "/opt/conda/lib/python3.10/site-packages/deepface/DeepFace.py", line 21, in <module>
from deepface.modules import (
File "/opt/conda/lib/python3.10/site-packages/deepface/modules/modeling.py", line 7, in <module>
from deepface.models.facial_recognition import (
File "/opt/conda/lib/python3.10/site-packages/deepface/models/facial_recognition/VGGFace.py", line 9, in <module>
from deepface.modules import verification
File "/opt/conda/lib/python3.10/site-packages/deepface/modules/verification.py", line 10, in <module>
from deepface.modules import representation, detection, modeling
File "/opt/conda/lib/python3.10/site-packages/deepface/modules/representation.py", line 10, in <module>
from deepface.commons import image_utils
File "/opt/conda/lib/python3.10/site-packages/deepface/commons/image_utils.py", line 12, in <module>
import cv2
File "/opt/conda/lib/python3.10/site-packages/cv2/__init__.py", line 181, in <module>
bootstrap()
File "/opt/conda/lib/python3.10/site-packages/cv2/__init__.py", line 153, in bootstrap
native_module = importlib.import_module("cv2")
File "/opt/conda/lib/python3.10/importlib/__init__.py", line 126, in import_module
return bootstrap.gcd_import(name[level:], package, level)
ImportError: /lib/x86_64-linux-gnu/libstdc++.so.6: version `CXXABI_1.3.15' not found (required by /opt/conda/lib/python3.10/site-packages/cv2/python-3.10/cv2.cpython-310-x86_64-linux-gnu.so)
Build Failed: build daemon returned an error < failed to solve: process "/bin/sh -c python -c \"from deepface import DeepFace; DeepFace.build_model('VGG-Face'); DeepFace.build_model('RetinaFace')\"" did not complete successfully: exit code: 1 >
Pinned Solution
2 months ago
this looks like a conda issue with libstdc++. here's what i think you should try:
the problem is conda's opencv has an old libstdc++ that doesn't have CXXABI_1.3.15. this is a common issue when deploying opencv in docker.
try switching from conda base to regular python and use opencv-headless via pip:
dockerfile
FROM python:3.10-slim
RUN apt-get update && apt-get install -y \
libglib2.0-0 \
libgomp1 \
&& rm -rf /var/lib/apt/lists/*
RUN pip install deepface opencv-python-headless
RUN python -c "from deepface import DeepFace; DeepFace.build_model('VGG-Face'); DeepFace.build_model('RetinaFace')"this should avoid the conda libstdc++ issue that's causing your build to fail. opencv-python-headless is specifically designed for servers/docker and doesn't have the gui dependencies that cause these problems
hope this help you 
3 Replies
Status changed to Awaiting User Response Railway • about 2 months ago
2 months ago
this looks like a conda issue with libstdc++. here's what i think you should try:
the problem is conda's opencv has an old libstdc++ that doesn't have CXXABI_1.3.15. this is a common issue when deploying opencv in docker.
try switching from conda base to regular python and use opencv-headless via pip:
dockerfile
FROM python:3.10-slim
RUN apt-get update && apt-get install -y \
libglib2.0-0 \
libgomp1 \
&& rm -rf /var/lib/apt/lists/*
RUN pip install deepface opencv-python-headless
RUN python -c "from deepface import DeepFace; DeepFace.build_model('VGG-Face'); DeepFace.build_model('RetinaFace')"this should avoid the conda libstdc++ issue that's causing your build to fail. opencv-python-headless is specifically designed for servers/docker and doesn't have the gui dependencies that cause these problems
hope this help you
kenbaker-gif
Actually it has worked thanks a lot
2 months ago
awesome, glad it worked out for you. good luck with your smart attendance system 
Status changed to Solved brody • about 2 months ago