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Tensorflow / September 24, 2021 / Leave a comment

What does tf.keras.backend.set_learning_phase actually do?

Issue I am trying to use Efficientnet for some object detection and are loading its checkpoint before providing some images….

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Tensorflow / September 24, 2021 / Leave a comment

NotImplementedError: Cannot convert a symbolic Tensor (2nd_target:0) to a numpy array

Issue I try to pass 2 loss functions to a model as Keras allows that. loss: String (name of objective…

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Tensorflow / September 24, 2021 / Leave a comment

The channel dimension of the inputs should be defined. Found `None`

Issue I’m trying to make some LSTM+CNN hybrid for my college project and here’s my code def model_robo(): grid=tf.keras.Input(shape=(1,10,12),dtype=tf.float32) print(grid.shape)…

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Tensorflow / September 24, 2021 / Leave a comment

Conv2D lost a dimension from tensor. resulting in incompatible dimension error

Issue I’m trying to make some LSTM+CNN hybrid for my college project. Basically, I have 2 kind of data: a…

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Tensorflow / September 24, 2021 / Leave a comment

Python conversion of PIL image to numpy array very slow

Issue I am evaluating a Tensorflow model on open cv video frames. I need to reshape the incoming PIL image…

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Tensorflow / September 24, 2021 / Leave a comment

NotImplementedError: Cannot convert a symbolic Tensor to a numpy array

Issue The code below used to work last year, but updates in keras/tensorflow/numpy broke it. It now outputs the exception…

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Tensorflow / September 24, 2021 / Leave a comment

Tensorflow version 2.6.0, cuda version=10.2 not utilizing GPU

Issue The tensorflow which I was using , is not utilizing gpu now, after it has been changed accidentally by…

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Tensorflow / September 24, 2021 / Leave a comment

AssertionError: Tried to export a function which references untracked resource

Issue I wrote a unit-test in order to safe a model after noticing that I am not able to do…

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Tensorflow / September 24, 2021 / Leave a comment

Rescale Tensorboard Summaries-Plot

Issue My loss function has two outliers (no idea why, is below 1, and suddenly after 3.000 steps shows a…

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Tensorflow / September 24, 2021 / Leave a comment

How to use CppFlow library with Visual Studio 2019?

Issue I’m trying to make a system for traffic sign recognition. In order to be fast I decided to code…

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