Add a file into /lib/systemd/system/human-detector.service with the following. And change the WorkingDirectory to the directory where the source code is located.
[Unit]
Description=Python - Human detection using Tensorflow
Documentation=https://example.com
After=syslog.target network.target
[Service]
Type=simple
User=pi
WorkingDirectory=/home/pi/repo/human-detector
ExecStart=/home/pi/venvs/tensorflow/bin/python /home/pi/repo/human-detector/app.py --serve-in-foreground
Restart=on-failure
[Install]
WantedBy=multi-user.targetRun the following command to enable the service:
sudo systemctl daemon-reload
sudo systemctl start human-detector
sudo systemctl status human-detectorUse journalctl to check logs:
journalctl -u human-detector -fThe docker image built based on the Dokcerfile prvoided as too large.
$ docker images
REPOSITORY TAG IMAGE ID CREATED SIZE
tfcv latest d31c6a846d9b 16 hours ago 5.59GB- update to use model 'ssd_mobilenet_v2_coco_2018_03_29'
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