TensorFlow and Camera Automations

tensorflow_camera_automations.yaml

- alias: Tensorflow Scan
  trigger:
     - platform: state
       entity_id:
         - binary_sensor.backyard_field_detection
         - binary_sensor.driveway_field_detection
         - binary_sensor.foyer_field_detection
         - binary_sensor.garage_field_detection
         - binary_sensor.backyard_line_crossing
         - binary_sensor.driveway_line_crossing
         - binary_sensor.garage_line_crossing
  action:
    - service: image_processing.scan
      data_template:
        entity_id: "image_processing.tensorflow_{{ trigger.entity_id.split('.')[1].split('_')[0] }}"

- alias: Notify Motion
  trigger:
    - platform: numeric_state
      entity_id:
        - image_processing.tensorflow_backyard
        - image_processing.tensorflow_driveway
        - image_processing.tensorflow_foyer
        - image_processing.tensorflow_garage
      above: 0
  action:
    - service: camera.record
      data_template:
        entity_id: "camera.{{ trigger.entity_id.split('.')[1].split('_')[1] }}"
        filename: "/share/videos/{{ trigger.entity_id.split('.')[1].split('_')[1] }}_{{ now().strftime('%Y%m%d_%H%M%S') }}.mp4"
        duration: 20
        lookback: 10
    - condition: or
      conditions:
        - condition: template
          value_template: "{{ not is_state('group.family_presence', 'home') }}"
        - condition: template
          value_template: >
            {% for s in ['garage', 'foyer'] if s in 'image_processing.tensorflow_garage' %}
              True
            {% else %}
              False
            {% endfor %}
    - service: notify.ios_jk_phones
      data_template:
        message: "{{ trigger.entity_id.split('.')[1].split('_')[1]|capitalize }} motion detected!"
        data:
          attachment:
            url: 'https://example.com/local/motion/{{ trigger.entity_id.split(".")[1].split("_")[1] }}_latest.jpg'
            content-type: jpeg
            hide-thumbnail: true
    - condition: and
      conditions:
        - condition: state
          entity_id: input_boolean.voice_alerts
          state: 'on'
    - service: media_player.alexa_tts
      data_template:
        entity_id:
          - media_player.kitchen_echo
          - media_player.master_bedroom_dot
          - media_player.bonus_room_dot
        message: >
          {% if is_state('group.family_presence', 'home') %}
            You have a visitor in your {{ trigger.entity_id.split('.')[1].split('_')[1] }}.
          {% else %}
            Warning. Unknown presence detected. The authorities will be notified.
          {% endif %}