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Showing posts with the label Tensorflow Datasets

Using Tensorflow's Dataset Pipeline, How Do I *name* The Results Of A `map` Operation?

I have the map function below (runnable example), which inputs a string and outputs a string and an… Read more Using Tensorflow's Dataset Pipeline, How Do I *name* The Results Of A `map` Operation?

How To Split A Tensorflow Dataset Into Train, Test And Validation In A Python Script?

On a jupyter notebook with Tensorflow-2.0.0, a train-validation-test split of 80-10-10 was performe… Read more How To Split A Tensorflow Dataset Into Train, Test And Validation In A Python Script?

Split .tfrecords File Into Many .tfrecords Files

Is there any way to split .tfrecords file into many .tfrecords files directly, without writing back… Read more Split .tfrecords File Into Many .tfrecords Files

Data Api : Valueerror: `y` Argument Is Not Supported When Using Dataset As Input

I have 45000 images of size 224*224, stored as a numpy array. This array, called source_arr has sha… Read more Data Api : Valueerror: `y` Argument Is Not Supported When Using Dataset As Input

Subsampling An Unbalanced Dataset In Tensorflow

Tensorflow beginner here. This is my first project and I am working with pre-defined estimators. I … Read more Subsampling An Unbalanced Dataset In Tensorflow

Tensorflow Keras With Tf Dataset Input

I'm new to tensorflow keras and dataset. Can anyone help me understand why the following code d… Read more Tensorflow Keras With Tf Dataset Input