I'm trying to perform inference with your model, but I get an ImportError from the file beauty_predict.py when I try to run it:
> python inference/ldl+resnet/beauty_predict.py
Traceback (most recent call last):
File "C:\Users\...\BeautyPredict\inference\ldl+resnet\beauty_predict.py", line 8, in <module>
from keras.applications.resnet50 import Dense
ImportError: cannot import name 'Dense' from 'keras.applications.resnet50' (C:\Users\...\.conda\envs\...\lib\site-packages\keras\applications\resnet50\__init__.py)I guess this is an issue with the keras and/or tensorflow version so I tried various versions of both libraries but never managed to go past this error. Adding a requirements.txt file would probably help.
Here is my pip freeze output:
> pip freeze
absl-py==2.1.0
astunparse==1.6.3
cachetools==5.3.3
certifi==2024.2.2
charset-normalizer==3.3.2
dlib==19.24.4
filelock==3.13.1
flatbuffers==24.3.25
fsspec==2024.2.0
gast==0.5.4
google-auth==2.29.0
google-auth-oauthlib==1.2.0
google-pasta==0.2.0
grpcio==1.62.2
h5py==3.11.0
idna==3.7
intel-openmp==2021.4.0
Jinja2==3.1.3
keras==2.15.0
libclang==18.1.1
Markdown==3.6
markdown-it-py==3.0.0
MarkupSafe==2.1.5
mdurl==0.1.2
mkl==2021.4.0
ml-dtypes==0.2.0
mpmath==1.3.0
namex==0.0.8
networkx==3.2.1
numpy==1.26.3
oauthlib==3.2.2
opencv-python==4.9.0.80
opt-einsum==3.3.0
optree==0.11.0
packaging==24.0
pandas==2.2.2
pillow==10.2.0
protobuf==4.25.3
pyasn1==0.6.0
pyasn1_modules==0.4.0
Pygments==2.17.2
python-dateutil==2.9.0.post0
pytz==2024.1
requests==2.31.0
requests-oauthlib==2.0.0
rich==13.7.1
rsa==4.9
six==1.16.0
sympy==1.12
tbb==2021.11.0
tensorboard==2.15.2
tensorboard-data-server==0.7.2
tensorflow==2.15.0
tensorflow-estimator==2.15.0
tensorflow-intel==2.15.0
tensorflow-io-gcs-filesystem==0.31.0
termcolor==2.4.0
torch==2.3.0+cu118
torchaudio==2.3.0+cu118
torchvision==0.18.0+cu118
typing_extensions==4.9.0
tzdata==2024.1
urllib3==2.2.1
Werkzeug==3.0.2
wrapt==1.14.1
I'm using other modules in this environment so there might be extra libraries that are not needed for BeautyPredict.
I'm trying to perform inference with your model, but I get an
ImportErrorfrom the file beauty_predict.py when I try to run it:I guess this is an issue with the keras and/or tensorflow version so I tried various versions of both libraries but never managed to go past this error. Adding a requirements.txt file would probably help.
Here is my pip freeze output:
> pip freeze absl-py==2.1.0 astunparse==1.6.3 cachetools==5.3.3 certifi==2024.2.2 charset-normalizer==3.3.2 dlib==19.24.4 filelock==3.13.1 flatbuffers==24.3.25 fsspec==2024.2.0 gast==0.5.4 google-auth==2.29.0 google-auth-oauthlib==1.2.0 google-pasta==0.2.0 grpcio==1.62.2 h5py==3.11.0 idna==3.7 intel-openmp==2021.4.0 Jinja2==3.1.3 keras==2.15.0 libclang==18.1.1 Markdown==3.6 markdown-it-py==3.0.0 MarkupSafe==2.1.5 mdurl==0.1.2 mkl==2021.4.0 ml-dtypes==0.2.0 mpmath==1.3.0 namex==0.0.8 networkx==3.2.1 numpy==1.26.3 oauthlib==3.2.2 opencv-python==4.9.0.80 opt-einsum==3.3.0 optree==0.11.0 packaging==24.0 pandas==2.2.2 pillow==10.2.0 protobuf==4.25.3 pyasn1==0.6.0 pyasn1_modules==0.4.0 Pygments==2.17.2 python-dateutil==2.9.0.post0 pytz==2024.1 requests==2.31.0 requests-oauthlib==2.0.0 rich==13.7.1 rsa==4.9 six==1.16.0 sympy==1.12 tbb==2021.11.0 tensorboard==2.15.2 tensorboard-data-server==0.7.2 tensorflow==2.15.0 tensorflow-estimator==2.15.0 tensorflow-intel==2.15.0 tensorflow-io-gcs-filesystem==0.31.0 termcolor==2.4.0 torch==2.3.0+cu118 torchaudio==2.3.0+cu118 torchvision==0.18.0+cu118 typing_extensions==4.9.0 tzdata==2024.1 urllib3==2.2.1 Werkzeug==3.0.2 wrapt==1.14.1I'm using other modules in this environment so there might be extra libraries that are not needed for BeautyPredict.