how to train and deploy YOLOv5 on aws sagemaker

Question

I want to train YOLOv5 on aws sagemaker also deploy the model on sagemaker itself,need to know about entrypoint python script as well. how can I build a pipeline for this?

Please edit the question to limit it to a specific problem with enough detail to identify an adequate answer. — Community, Oct 06 '21 at 08:10

pontiffs · Answer 1 · 2022-06-05T10:17:28.173

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You can find the YoloV5 on SageMaker and MLOps using Step Functions here.

edited Jun 05 '22 at 10:17

answered Jun 05 '22 at 10:17

pontiffs

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score 0 · Accepted Answer · answered Sep 28 '21 at 18:26

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This official AWS blog post has information on how to deploy YOLOv4. I wonder if you can use it as a guide and change the model to v5.

If not, there is a 3rd party implementation of YOLOv5 here.

answered Sep 28 '21 at 18:26

Amir Imani

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score 0 · Answer 3 · answered Apr 05 '23 at 21:03

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Please refer to link below. It has some example notebooks you can use to train the model on Sagemaker jupyter notebook.

https://github.com/aws-samples/amazon-sagemaker-train-and-deploy-yolov5

answered Apr 05 '23 at 21:03

Cicilio

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how to train and deploy YOLOv5 on aws sagemaker

3 Answers3