kubeedge / sedna

AI tookit over KubeEdge
https://sedna.readthedocs.io
Apache License 2.0
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Add an example of implementation Federated Learning to ReID #58

Open weimingwill opened 3 years ago

weimingwill commented 3 years ago

Propose to add a new example of implementation of federated learning to ReID. It is more close to real-world applications.

The details can refer to the paper in ACM MM'20: Performance Optimization of Federated Person Re-identification via Benchmark Analysis

The original implementation can be found at https://github.com/cap-ntu/FedReID.

ugvddm commented 3 years ago

Sounds like a good idea. would you like introduce it in community reguler meeting next week? Thanks.

weimingwill commented 3 years ago

Sure. Maybe the next regular meeting after this week's one.

ugvddm commented 3 years ago

nice

ugvddm commented 3 years ago

We are designing reID based on the edge-cloud collaborative AI framework sedna. A community contributor did research :https://docs.qq.com/pdf/DSEdKd0F0TWd2blpl. Your work as you said above, I think we can work together to build a amazing reID feature.

weimingwill commented 3 years ago

Looks cool. This doc focuses more on person ReID inference. While using federated learning focuses more on training.

ugvddm commented 3 years ago

Agree with you, FedReID can improve re-identification accuracy in our current work, Do you have time for the regular meeting this Thursday? Please introduce your work to community, and discuss how to collaborate.

weimingwill commented 3 years ago

Sure.