DeepStack

Description

Extending the integration to DeepStack API, written by robmarkcole

With the following changes:

• Removed by default displaying response time
• Support admin/api keys
• Support face endpoints - list, register, recognize, delete
• Support backup / restore endpoints
• Added SSL flag to define whether the URL should be accessible with HTTPS, by default (since there’s no support for that :slight_smile:) it set to False
• Added support for object detection (list available in DeepStack Developer Portal)
• Support to enable / disable face recognition
• Support to enable / disable object detection
• Support to detect person before recognize face (detect work faster with lower load on the system)

HA Events:

• image_processing.detect_face - when face found and in the confidence level defined
• deepstack.unknown_face_detected - when face is found but not recognized or lower than confidence level
• deepstack.object_detected - when object detected according to the targets defined, will return list of all the targets with counter per each in the event data

HA Services:

• Detect before recognized for face recognition
• Change confidence level (default is 80), I use it when there’s no light to reduce the level by 5 precent
• Display response time (True / False)
• Register face (name and path)
• Delete face (name)
• Backup (available only if admin_key provided)
• Restore (available only if admin_key provided)

Example

configuration: 
    deepstack:
      host: !secret deepstack_host (Required)
      port: !secret deepstack_port (Required)
      ssl: !secret deepstack_is_ssl (Optional)
      admin_key: !secret deepstack_admin_key (Optional)
      api_key: !secret deepstack_api_key (Optional)
      unknown_directory: !secret deepstack_unknown_faces_directroy (Optional)
image_processing:
  - platform: deepstack
    scan_interval: 1
    # Setting as true will create image_processing for face recognition
    face_recognition: true
    # Setting as true will create image_processing for object deteection
    face_recognition:
      enabled: true
      detect_first: false
    object_detection:
      enabled: true
      targets: 
        - "person"
    source:
      - entity_id: !secret deepstack_camera_entity_id
        name: !secret deepstack_camera_name

Custom_updater

custom_updater:
  track:
    - components
  component_urls:
    - https://raw.githubusercontent.com/elad-bar/ha-deepstack/master/deepstack.json