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Examples for KubeEdge
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Build a sample application to run OpenCV on KubeEdge platform #39

Open dingyin opened 4 years ago

dingyin commented 4 years ago

OpenCV (Open source computer vision) is a library of programming functions mainly aimed at real-time computer vision. OpenCV runs on the mobile OS too.

To demonstrate KubeEdge platform, we need to build a sample application to run OpenCV on KubeEdge platform, ideally running inference on the edge and training on the cloud, showing cloud-edge collaboration.

christyjacob4 commented 4 years ago

@dingyin I'd like to work on this as part of GSOC 2020 I'm thinking of implementing a website like https://teachablemachine.withgoogle.com/train that will enable us to train on the cloud and run inference on the edge.

I've worked with Deep learning and computer vision projects before and you can have a look at this https://handwriting-recognition.netlify.com/#/

dingyin commented 4 years ago

@christyjacob4 Cool. Can you come up with a proposal with more details?

christyjacob4 commented 4 years ago

@dingyin Yes i'm working on it. Can you tell me where I can reach out for help? Is the KubeEdge Slack channel the right place??

Urhengulas commented 4 years ago

Hello @dingyin I would also love to work on this as part of GSOC2020. Should I send you my proposal before the deadline or post it here?

dingyin commented 4 years ago

@Urhengulas Great. We set up a new channel #summer-of-code in KubeEdge Slack. You are welcome to join the channel to discuss the proposal etc.

dingyin commented 4 years ago

@christyjacob4 @Urhengulas Do you get your proposal ready?

astoycos commented 4 years ago

@dingyin I would love to help out with this as well, More specifically I am interested in the Edge Video Streaming/Analytics use case where as you suggested, analytics would occur on the edge node and general training would revert back to the cloud. Do you think that use case would be in the scope of this issue?

ibrahimjelliti commented 4 years ago

@dingyin I would love work on this project. I have used OpenCV on many data-science projects before

dingyin commented 4 years ago

@astoycos @ijelliti Great. Are you guys in KubeEdge Slack? We can chat more details.

ibrahimjelliti commented 4 years ago

@dingyin yes I am. Any specific slack channel for this topic.

astoycos commented 4 years ago

I am as well @dingyin

daixiang0 commented 3 years ago

@dingyin @ibrahimjelliti @astoycos is it still in process?

ibrahimjelliti commented 3 years ago

@daixiang0 for me its not in process

a732264856 commented 3 years ago

I am very interested in knowing your question. Where can I find more detailed information?