Error when using retinaface with the latest TensorFlow version (2.16.1) about retinaface

[serengil]

I will add this into the source code! Thank you.

[serengil]

Need to downgrade tf to 2.15

[Dobiasd]

Thanks for the quick response. 👍

Yeah, retinaface works fine with TF 2.15. However, TF 2.15 requires Python 3.11, i.e., it blocks me from updating to Python 3.12.

Are you planning on implementing a fix regarding retinaface with TF 2.16, or should I look for a different solution?

[serengil]

Not soon even if it is going to be done

[serengil]

@Dobiasd

1- would you please install pip install tf-keras

2- then, would you please add the following line before importing deepface & retinaface

import os
os.environ["TF_USE_LEGACY_KERAS"]="1"

[Dobiasd]

It works, awesome! 🚀

Here is the Dockerfile to confirm this:

FROM python:3.12.2

# libGL is needed to avoid "ImportError: libGL.so.1" in OpenCV
# libglib2.0-0 is needed to avoid "ImportError: libgthread-2.0.so.0" in OpenCV
RUN apt-get update && apt-get install -y \
  libglib2.0-0 \
  libgl1-mesa-glx \
  && rm -rf /var/lib/apt/lists/*

RUN pip3 install tensorflow==2.16.1
RUN pip3 install tf-keras==2.16.0
RUN pip3 install retina-face==0.0.15

RUN wget https://raw.githubusercontent.com/serengil/retinaface/master/tests/dataset/img3.jpg -O img3.jpg
RUN python3 -c "import os; os.environ['TF_USE_LEGACY_KERAS']='1'; from retinaface import RetinaFace; RetinaFace.detect_faces('img3.jpg')"

Thanks a lot! 😃