deepstream-face-recognition/dockerfile.txt at main · Kojk-AI/deepstream-face-recognition · GitHub

1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
# Use L4T base docker listed on https://catalog.ngc.nvidia.com/orgs/nvidia/containers/l4t-base/tags
FROM nvcr.io/nvidia/l4t-base:r32.7.1

# Install dependencies
RUN apt-get update && \
      DEBIAN_FRONTEND=noninteractive      apt-get install -y --no-install-recommends \
      rsyslog git \
           tzdata \
           libgstrtspserver-1.0-0 \
           libjansson4 \
           libglib2.0 \
           libjson-glib-1.0-0 \
           librabbitmq4 \
           gstreamer1.0-rtsp \
           libcurl4-openssl-dev ca-certificates

#Install libnvvpi1 and vpi1-dev
ADD https://repo.download.nvidia.com/jetson/common/pool/main/libn/libnvvpi1/libnvvpi1_1.0.15_arm64.deb /root
ADD https://repo.download.nvidia.com/jetson/common/pool/main/v/vpi1-dev/vpi1-dev_1.0.15_arm64.deb /root

RUN dpkg -X /root/libnvvpi1_1.0.15_arm64.deb /

RUN dpkg -X /root/vpi1-dev_1.0.15_arm64.deb /

RUN rm /root/libnvvpi1_1.0.15_arm64.deb  \
      /root/vpi1-dev_1.0.15_arm64.deb

RUN ldconfig

# Install DeepStreamSDK using tar package.
ENV DS_REL_PKG deepstream_sdk_v6.0.1_jetson.tbz2

COPY "${DS_REL_PKG}"  \
/

RUN DS_REL_PKG_DIR="${DS_REL_PKG%.tbz2}" && \
cd / && \
tar -xvf "${DS_REL_PKG}" -C / && \
cd /opt/nvidia/deepstream/deepstream && \
./install.sh && \
cd / && \
rm -rf "/${DS_REL_PKG}"

RUN ldconfig

CMD ["/bin/bash"]
WORKDIR /opt/nvidia/deepstream/deepstream

ENV LD_LIBRARY_PATH /usr/local/cuda-10.2/lib64
ENV NVIDIA_VISIBLE_DEVICES all
ENV NVIDIA_DRIVER_CAPABILITIES all

RUN apt update && \
    apt install -y \
    python3-dev \
    python3-gst-1.0 \
    python-gi-dev \
    python3-gi \
    python3-pip \
    python-dev \
    python3.6-dev \
    python3.8-dev \
    gir1.2-gst-rtsp-server-1.0 \
    g++ \
    libglib2.0-dev \
    libglib2.0-dev-bin \
    libgirepository1.0-dev \
    libcairo2-dev \
    libpython3-dev \
    libgstreamer1.0-dev \
    libgstreamer-plugins-base1.0-dev \
    libtool \
    m4 \
    autoconf \
    automake \
    build-essential \
    cmake

# install deepstream python bindings
# Deepstream Python Bindings

RUN cd /tmp && \
    git clone https://github.com/NVIDIA-AI-IOT/deepstream_python_apps.git && \
    cd deepstream_python_apps && \
    git submodule update --init && \
    apt-get install -y apt-transport-https ca-certificates -y && \
    update-ca-certificates && \
    cd 3rdparty/gst-python/ && \
    ./autogen.sh && \
    make && \
    make install && \
    cd /tmp/deepstream_python_apps/bindings/ && \
    mkdir build && \
    cd build && \
    cmake .. -DPYTHON_MAJOR_VERSION=3 -DPYTHON_MINOR_VERSION=6 \
    -DPIP_PLATFORM=linux_aarch64 -DDS_PATH=/opt/nvidia/deepstream/deepstream/ && \
    make && \
    pip3 install ./pyds*.whl

RUN pip3 install cython
RUN pip3 install numpy==1.19.4

COPY ./app /app
CMD ["python3", "/app/deepstream-face-rtsp.py"]
EXPOSE 8554