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Whether the hard example mining algorithm can be customized #422

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tangming1996 opened this issue Nov 20, 2023 · 2 comments
Open

Whether the hard example mining algorithm can be customized #422

tangming1996 opened this issue Nov 20, 2023 · 2 comments
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kind/question Indicates an issue that is a support question.

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@tangming1996
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tangming1996 commented Nov 20, 2023

kubectl create -f - <<EOF
apiVersion: sedna.io/v1alpha1
kind: JointInferenceService
metadata:
name: helmet-detection-inference-example
namespace: default
spec:
edgeWorker:
model:
name: "helmet-detection-inference-little-model"
hardExampleMining:
name: "IBT"
parameters:
- key: "threshold_img"
value: "0.9"
- key: "threshold_box"
value: "0.9"
template:
spec:
...
...

Can the hardExampleMining field be customized, and if so, how do I configure it?

@tangming1996 tangming1996 added the kind/question Indicates an issue that is a support question. label Nov 20, 2023
@Louisxxr
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Louisxxr commented Aug 8, 2024

Same question of you
Actually, I don't know the so-called "IBT" hard-example-mining algorithm
Can anyone hit me?

@MooreZheng
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One can replace algorithms by first registering in the ClassFactory and then updating the yaml. An example for a similar purpose is provided in ianvs for your reference. In the ianvs example, the yaml name (algorithm.yaml) is not the same as Sedna, but the overall idea is consistent.

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