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109 lines
2.4 KiB
Markdown
109 lines
2.4 KiB
Markdown
doods
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=====
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[DOODS][1] - Dedicated Open Object Detection Service
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## docker-stack.yaml
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```yaml
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version: "3.8"
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services:
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doods:
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image: snowzach/doods:arm32
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ports:
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- "8080:8080"
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configs:
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- source: config.yaml
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target: /opt/doods/config.yaml
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deploy:
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replicas: 2
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placement:
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max_replicas_per_node: 1
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constraints:
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- node.role == worker
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restart_policy:
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condition: on-failure
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configs:
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config.yaml:
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file: ./data/config.yaml
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```
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## up and running
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```
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$ docker node ls
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ID HOSTNAME STATUS AVAILABILITY MANAGER STATUS ENGINE VERSION
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oy7dhxijdatpj8v6zntsin8l0 * pi1 Ready Active Leader 19.03.12
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7hkc4r7pr0mjpzxbei2y92voe pi2 Ready Active 19.03.12
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rcp67rotibho0qxfdnpqwx71l pi3 Ready Active 19.03.12
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$ docker stack deploy -c docker-stack.yml doods
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Creating network doods_default
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Creating config doods_config.yaml
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Creating service doods_doods
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$ curl http://127.0.0.1:8080/version
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{"version":"v0.2.2-0-gf87b48e-dirty"}
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$ curl http://127.0.0.1:8080/detectors
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{
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"detectors": [
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{
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"name": "default",
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"type": "tflite",
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"model": "models/coco_ssd_mobilenet_v1_1.0_quant.tflite",
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"labels": [
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"person",
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"bicycle",
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"car",
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"..."
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"toothbrush"
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],
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"width": 300,
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"height": 300,
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"channels": 3
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}
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]
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}
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$ jq -n --arg data $(base64 -w0 image.jpg) '.detector_name="default" | .detect["*"]=50 | .data=$data' > data.json
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$ cat data.json
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{
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"detector_name": "default",
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"data": "<base64 encoded image information>",
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"detect": {
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"*": 50
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}
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}
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$ base64 -w0 image.jpg | http -I http://127.0.0.1:8080/detect detector_name=default detect:='{"*":50}' data=@/dev/stdin
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$ curl -X POST -H Content-Type:application/json http://127.0.0.1:8080/detect -d @data.json
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{
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"detections": [
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{
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"top": 0.8575546,
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"left": 0.6978913,
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"bottom": 0.95283264,
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"right": 0.8112617,
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"label": "sports ball",
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"confidence": 71.09375
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},
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{
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"top": 0.01605832,
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"left": 0.24361546,
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"bottom": 0.9921962,
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"right": 0.5473911,
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"label": "person",
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"confidence": 68.75
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}
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]
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}
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```
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[1]: https://github.com/snowzach/doods
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