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Building
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#!/usr/bin/env bash
set -e
# install os dependencies
mkdir -p /usr/share/man/man1
apt-get update && \
DEBIAN_FRONTEND=noninteractive apt-get install --no-install-recommends -y \
ca-certificates \
curl \
vim \
sudo \
default-jre \
git \
gcc \
build-essential \
&& rm -rf /var/lib/apt/lists/*
# Install desired Python version
conda install python=3.8.13 -y
# install python dependencies
pip install openmim
pip install torch==2.0.0
mim install mmcv-full==1.7.0
pip install mmdet==2.27.0
pip install torchserve
# bugfix for xtcocoapi, an mmpose dependency
git clone https://github.com/jin-s13/xtcocoapi.git
cd xtcocoapi
pip install -r requirements.txt
pip install -e .
cd /
pip install mmpose==0.29.0
pip install torchvision==0.15.1 # solve torch version problem
pip install numpy==1.24.4 # solve numpy version problem
# prep torchserve
mkdir -p /home/torchserve/model-store
wget https://github.com/facebookresearch/AnimatedDrawings/releases/download/v0.0.1/drawn_humanoid_detector.mar -P /home/torchserve/model-store/
wget https://github.com/facebookresearch/AnimatedDrawings/releases/download/v0.0.1/drawn_humanoid_pose_estimator.mar -P /home/torchserve/model-store/
# Use absolute path to config.properties
cp /app/torchserve/config.properties /home/torchserve/config.properties |