example config

config.yaml

######################################
#  Ambianic main configuration file  #
######################################
version: '1.2.4'

# path to the data directory
data_dir: ./data

# Set logging level to one of DEBUG, INFO, WARNING, ERROR
logging:
  file: ./data/ambianic-log.txt
  level: DEBUG

# Pipeline event timeline configuration
timeline:
  event_log: ./data/timeline-event-log.yaml

# Cameras and other input data sources
sources:
  picamera: 
    uri: /dev/video0
    type: video
    live: true

ai_models:
  image_detection:
    model:
      tflite: /opt/ambianic-edge/ai_models/mobilenet_ssd_v2_coco_quant_postprocess.tflite
      edgetpu: /opt/ambianic-edge/ai_models/mobilenet_ssd_v2_coco_quant_postprocess_edgetpu.tflite
    labels: /opt/ambianic-edge/ai_models/coco_labels.txt
  face_detection: 
    model:
      tflite: /opt/ambianic-edge/ai_models/mobilenet_ssd_v2_face_quant_postprocess.tflite
      edgetpu: /opt/ambianic-edge/ai_models/mobilenet_ssd_v2_face_quant_postprocess_edgetpu.tflite
    labels: /opt/ambianic-edge/ai_models/coco_labels.txt
    top_k: 2

# A named pipeline defines an ordered sequence of operations
# such as reading from a data source, AI model inference, saving samples and others.
pipelines:
  # sequence of piped operations for use in daytime front door watch
   front_door_watch:
     - source: picamera
     - detect_objects: # run ai inference on the input data
        ai_model: image_detection
        confidence_threshold: 0.6
     - save_detections: # save samples from the inference results
        positive_interval: 2 # how often (in seconds) to save samples with ANY results above the confidence threshold
        idle_interval: 6000 # how often (in seconds) to save samples with NO results above the confidence threshold
     - detect_faces: # run ai inference on the samples from the previous element output
        ai_model: face_detection
        confidence_threshold: 0.6
     - save_detections: # save samples from the inference results
        positive_interval: 2
        idle_interval: 600