You cannot select more than 25 topics
Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
87 lines
2.5 KiB
YAML
87 lines
2.5 KiB
YAML
metadata:
|
|
name: openvino-omz-face-detection-0205
|
|
namespace: cvat
|
|
annotations:
|
|
name: Attributed face detection
|
|
type: detector
|
|
framework: openvino
|
|
spec: |
|
|
[
|
|
{ "id": 0, "name": "face", "attributes": [
|
|
{
|
|
"name": "age",
|
|
"input_type": "number",
|
|
"values": ["0", "150", "1"]
|
|
},
|
|
{
|
|
"name": "gender",
|
|
"input_type": "select",
|
|
"values": ["female", "male"]
|
|
},
|
|
{
|
|
"name": "emotion",
|
|
"input_type": "select",
|
|
"values": ["neutral", "happy", "sad", "surprise", "anger"]
|
|
}]
|
|
}
|
|
]
|
|
|
|
spec:
|
|
description: Detection network finding faces and defining age, gender and emotion attributes
|
|
runtime: 'python:3.6'
|
|
handler: main:handler
|
|
eventTimeout: 30000s
|
|
env:
|
|
- name: NUCLIO_PYTHON_EXE_PATH
|
|
value: /opt/nuclio/common/openvino/python3
|
|
|
|
volumes:
|
|
- volume:
|
|
name: openvino-common
|
|
configMap:
|
|
name: "cvat-nuclio-openvino-common"
|
|
defaultMode: 0750
|
|
volumeMount:
|
|
name: openvino-common
|
|
mountPath: /opt/nuclio/common/openvino
|
|
|
|
build:
|
|
image: cvat.openvino.omz.intel.face-detection-0205
|
|
baseImage: openvino/ubuntu18_dev:2021.1
|
|
|
|
directives:
|
|
preCopy:
|
|
- kind: USER
|
|
value: root
|
|
- kind: WORKDIR
|
|
value: /opt/nuclio
|
|
- kind: RUN
|
|
value: ln -s /usr/bin/pip3 /usr/bin/pip
|
|
- kind: RUN
|
|
value: /opt/intel/openvino/deployment_tools/open_model_zoo/tools/downloader/downloader.py --name face-detection-0205 -o /opt/nuclio/open_model_zoo
|
|
- kind: RUN
|
|
value: /opt/intel/openvino/deployment_tools/open_model_zoo/tools/downloader/downloader.py --name emotions-recognition-retail-0003 -o /opt/nuclio/open_model_zoo
|
|
- kind: RUN
|
|
value: /opt/intel/openvino/deployment_tools/open_model_zoo/tools/downloader/downloader.py --name age-gender-recognition-retail-0013 -o /opt/nuclio/open_model_zoo
|
|
|
|
postCopy:
|
|
- kind: RUN
|
|
value: apt update && DEBIAN_FRONTEND=noninteractive apt install --no-install-recommends -y python3-skimage
|
|
- kind: RUN
|
|
value: pip3 install "numpy<1.16.0" # workaround for skimage
|
|
|
|
triggers:
|
|
myHttpTrigger:
|
|
maxWorkers: 2
|
|
kind: 'http'
|
|
workerAvailabilityTimeoutMilliseconds: 10000
|
|
attributes:
|
|
maxRequestBodySize: 33554432 # 32MB
|
|
|
|
platform:
|
|
attributes:
|
|
restartPolicy:
|
|
name: always
|
|
maximumRetryCount: 3
|
|
mountMode: volume
|