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amazon-web-servicesamazon-s3object-recognitionaws-deeplens

AWS-DeepLens: How to access the pre-trained model for object recognition in S3


I am using AWS with the DeepLens device and I want to fine-tune a model for object-recognition. Because DeepLens still has limitations with the layers it can support I want to start from the same model that the demo project has.

According to the description of the demo project the model is at s3://deeplens-managed-resources/models/SSDresNet50.

However, when I open the S3 service there is no deeplens-managed-resources bucket.

Does anyone know why could that be and how I can access the model?

PS: If more information is needed please let me know so that I can edit my answer to include it.


Solution

  • I could not find a way to access the deeplens-managed-resources bucket from the AWS console on a web browser.

    However, one can access it with the AWS-cli and use the "aws s3 sync" command to download the bucket's content in a local directory.