updated requirements to be close to latest; up dated dockerfile

Dockerfile

@@ -1,58 +1,75 @@
-# base image
+FROM nvidia/cuda:11.8.0-cudnn8-runtime-ubuntu22.04
-FROM python:3.8.12
-LABEL org.opencontainers.image.source https://github.com/serengil/deepface
 
-# -----------------------------------
+RUN groupadd -r default && useradd -r -g default chappie
-# create required folder
-RUN mkdir /app
-RUN mkdir /app/deepface
 
-# -----------------------------------
+ENV HOME=/home/chappie/app
-# switch to application directory
+ENV LANG C.UTF-8
-WORKDIR /app
+ENV LC_ALL C.UTF-8
+ENV PYTHONDONTWRITEBYTECODE=1
+ENV PYTHONUNBUFFERED=1
+ENV TZ=Asia/Kolkata
+ENV DEBIAN_FRONTEND=noninteractive
 
-# -----------------------------------
+
-# update image os
+WORKDIR $HOME
+
+RUN apt-get update && apt-get install -y \
+    python3.11 python3-pip \
+    nano gunicorn git 
+
+
+RUN ln -s /usr/bin/python3 /usr/bin/python
+
+
+# # -----------------------------------
+# # create required folder
+RUN mkdir $HOME/deepface
+
+# # -----------------------------------
+# # Copy required files from repo into image
+COPY ./deepface $HOME/deepface
+COPY ./api/app.py $HOME
+COPY ./api/api.py $HOME
+COPY ./api/routes.py $HOME
+COPY ./api/service.py $HOME
+COPY ./requirements.txt $HOME
+COPY ./setup.py $HOME
+COPY ./README.md $HOME
+
+
+RUN python -m pip install --upgrade pip
+
+# # update image os
 RUN apt-get update
-RUN apt-get install ffmpeg libsm6 libxext6 -y
+RUN apt-get install ffmpeg libsm6 libxext6 libgl1 -y
 
-# -----------------------------------
-# Copy required files from repo into image
-COPY ./deepface /app/deepface
-# even though we will use local requirements, this one is required to perform install deepface from source code
-COPY ./requirements.txt /app/requirements.txt
-COPY ./requirements_local /app/requirements_local.txt
-COPY ./package_info.json /app/
-COPY ./setup.py /app/
-COPY ./README.md /app/
 
-# -----------------------------------
+# RUN chown -R chappie:default $HOME
-# if you plan to use a GPU, you should install the 'tensorflow-gpu' package
+# USER chappie
-# RUN pip install --trusted-host pypi.org --trusted-host pypi.python.org --trusted-host=files.pythonhosted.org tensorflow-gpu
+
+
+# # -----------------------------------
+# # if you plan to use a GPU, you should install the 'tensorflow-gpu' package
+# RUN pip install --trusted-host pypi.org --trusted-host pypi.python.org --trusted-host=files.pythonhosted.org tensorflow
+
+# # -----------------------------------
+# # install deepface from pypi release (might be out-of-date)
+# # RUN pip install --trusted-host pypi.org --trusted-host pypi.python.org --trusted-host=files.pythonhosted.org deepface
+# # -----------------------------------
+# # install deepface from source code (always up-to-date)
+
 
-# if you plan to use face anti-spoofing, then activate this line
-# RUN pip install --trusted-host pypi.org --trusted-host pypi.python.org --trusted-host=files.pythonhosted.org torch==2.1.2
-# -----------------------------------
-# install deepface from pypi release (might be out-of-date)
-# RUN pip install --trusted-host pypi.org --trusted-host pypi.python.org --trusted-host=files.pythonhosted.org deepface
-# -----------------------------------
-# install dependencies - deepface with these dependency versions is working
-RUN pip install --trusted-host pypi.org --trusted-host pypi.python.org --trusted-host=files.pythonhosted.org -r /app/requirements_local.txt
-# install deepface from source code (always up-to-date)
 RUN pip install --trusted-host pypi.org --trusted-host pypi.python.org --trusted-host=files.pythonhosted.org -e .
 
-# -----------------------------------
+# # -----------------------------------
-# some packages are optional in deepface. activate if your task depends on one.
+# # some packages are optional in deepface. activate if your task depends on one.
-# RUN pip install --trusted-host pypi.org --trusted-host pypi.python.org --trusted-host=files.pythonhosted.org cmake==3.24.1.1
+# # RUN pip install --trusted-host pypi.org --trusted-host pypi.python.org --trusted-host=files.pythonhosted.org cmake==3.24.1.1
-# RUN pip install --trusted-host pypi.org --trusted-host pypi.python.org --trusted-host=files.pythonhosted.org dlib==19.20.0
+# # RUN pip install --trusted-host pypi.org --trusted-host pypi.python.org --trusted-host=files.pythonhosted.org dlib==19.20.0
-# RUN pip install --trusted-host pypi.org --trusted-host pypi.python.org --trusted-host=files.pythonhosted.org lightgbm==2.3.1
+# # RUN pip install --trusted-host pypi.org --trusted-host pypi.python.org --trusted-host=files.pythonhosted.org lightgbm==2.3.1
 
-# -----------------------------------
+# # RUN pip cache purge && rm $(basename $TF_URL)
-# environment variables
-ENV PYTHONUNBUFFERED=1
 
-# -----------------------------------
+# # -----------------------------------
-# run the app (re-configure port if necessary)
+# # run the app (re-configure port if necessary)
-WORKDIR /app/deepface/api/src
 EXPOSE 5000
 CMD ["gunicorn", "--workers=1", "--timeout=3600", "--bind=0.0.0.0:5000", "app:create_app()"]

requirements.txt

@@ -1,15 +1,17 @@
-requests>=2.27.1
+numpy>=1.26.2
-numpy>=1.14.0
+pandas>=2.1.3
-pandas>=0.23.4
 gdown>=3.10.1
 tqdm>=4.30.0
-Pillow>=5.2.0
+Pillow==10.1.0
-opencv-python>=4.5.5.64
+opencv-python>=4.8.1.78
-tensorflow>=1.9.0
+tensorflow==2.14.0
-keras>=2.2.0
+keras==2.14.0
-Flask>=1.1.2
+Flask>=3.0.0
-flask_cors>=4.0.1
+mtcnn>=0.1.1
-mtcnn>=0.1.0
+retina-face>=0.0.13
-retina-face>=0.0.1
 fire>=0.4.0
 gunicorn>=20.1.0
+Deprecated>=1.2.13
+matplotlib~=3.8.2
+requests~=2.31.0
+setuptools~=68.0.0