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kalaspuffar / tensorflow-data

An small example how to use tensorflow data (tf.data)
MIT License
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How to use TFRecords with Tensorflow tutorial #12

Open AshutoshDongare opened 4 years ago

AshutoshDongare commented 4 years ago

I have trouble getting the tfrecords to work with Tensorflow tutorial sample - https://www.tensorflow.org/tutorials/images/transfer_learning . I feel there may be a difference between what this sample expects and what is written in TFRecords. Due to that the sample does not work. (I have custom image data with 2 classes)

I am stuck and on the verge of breakdown on this one. :(

Can you please help elaborate how to achieve this ?

kalaspuffar commented 4 years ago

Hi @AshutoshDongare

I have a video series talking about machine learning, and the latest video should explain some of these concepts. I have not looked at the tutorial, so I can't speak of how they have structured their data. But TFRecords are just protobufs of data, so it is a bunch of bytes of data with index names to find the correct values quickly. And if you aren't using the right structure, it won't work with the tutorial.

Here is my latest video: https://www.youtube.com/watch?v=wpCu4buJOvE

And here is the full playlist with all my Machine learning videos: https://www.youtube.com/watch?v=LDKpIvaIxjA&list=PLP2v7zU48xOLt9Hqiu3j3PdBV5cKgqio7

I hope this can help you understand the concepts, so you get further in your work.

If you have any questions, please don't hesitate to ask.

Best regards Daniel