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pipeline_image.yaml
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pipeline_image.yaml
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Pipelines:
- name: people
inputs: [Image]
input_path: to/be/set/image_path
infers:
- name: FaceDetection
model: /opt/openvino_toolkit/models/intel/face-detection-adas-0001/FP16/face-detection-adas-0001.xml
engine: CPU
label: /opt/openvino_toolkit/models/intel/face-detection-adas-0001/FP16/face-detection-adas-0001.labels
batch: 1
confidence_threshold: 0.5
enable_roi_constraint: true # set enable_roi_constraint to false if you don't want to make the inferred ROI (region of interest) constrained into the camera frame
- name: AgeGenderRecognition
model: /opt/openvino_toolkit/models/intel/age-gender-recognition-retail-0013/FP32/age-gender-recognition-retail-0013.xml
engine: CPU
label: to/be/set/xxx.labels
batch: 16
- name: EmotionRecognition
model: /opt/openvino_toolkit/models/intel/emotions-recognition-retail-0003/FP32/emotions-recognition-retail-0003.xml
engine: CPU
label: /opt/openvino_toolkit/models/intel/emotions-recognition-retail-0003/FP32/emotions-recognition-retail-0003.labels
batch: 16
- name: HeadPoseEstimation
model: /opt/openvino_toolkit/models/intel/head-pose-estimation-adas-0001/FP32/head-pose-estimation-adas-0001.xml
engine: CPU
label: to/be/set/xxx.labels
batch: 16
outputs: [ImageWindow, RosTopic, RViz]
connects:
- left: Image
right: [FaceDetection]
- left: FaceDetection
right: [AgeGenderRecognition, EmotionRecognition, HeadPoseEstimation, ImageWindow, RosTopic, RViz]
- left: AgeGenderRecognition
right: [ImageWindow, RosTopic, RViz]
- left: EmotionRecognition
right: [ImageWindow, RosTopic, RViz]
- left: HeadPoseEstimation
right: [ImageWindow, RosTopic, RViz]
Common: