CODEWITHSUNDEEP
python-3.xtensorflowamazon-s3
JUAN SEBASTIAN DAZA GAVIRIA
JUAN SEBASTIAN DAZA GAVIRIA

Reputation: 1

How TensorFlow read file from s3 bytestream

I have done a deep learning model in TensorFlow for image recognition, and this one works reading an image file from local directory with tf.read_file() method, but I need now that the file be read by TensorFlow since a variable that is a Byte-Streaming that extract the image file since an S3 Bucket of Amazon without storage the streaming in local directory

Upvotes: 0

Views: 1582

Answers (1)

dmlicht
dmlicht

Reputation: 2438

You should be able to pass in the fully formed s3 path to tf.read_file(), like: s3://bucket-name/path/to/file.jpeg where bucket-name is the name of your s3 bucket, and path/to/file.jpeg is where it's stored in your bucket. It seems possible you might be running into some access permissions issue, depending on if your bucket is private. You can follow https://github.com/tensorflow/examples/blob/master/community/en/docs/deploy/s3.md to set up your credentials

Is there an error you ran into when doing this?

Upvotes: 1

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