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Tensorflow / August 5, 2022 / Leave a comment

Error writing TFRecords, Networks reads double the values (Input to reshape is a tensor with n*2 values, but the requested shape has n values)

Issue I’m writing this question as a reminder for myself cause i already know that i will recreate this error…

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Tensorflow / August 5, 2022 / Leave a comment

keras sequential tensor as argument

Issue I am trying to reproduce the image classification problem cat or dog using tensorflow and transfer learning (Xception model…

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Tensorflow / August 5, 2022 / Leave a comment

Keras Loss is Negative (Binary CrossEntropy, double output model)

Issue I have a double output model, one for regression and another for classification. Loss is MSE for the regression…

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Tensorflow / August 5, 2022 / Leave a comment

Deep Convolutional Autoencoder for movie similarity

Issue i am new to python and i have a dataset that contains movie descriptions and i am trying to…

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Tensorflow / August 5, 2022 / Leave a comment

ERROR: Input to reshape is a tensor with 2381440 values, but the requested shape requires a multiple of 200704

Issue I am trying to learn the CNN model in deep learning and I am using a Cats-vs_Dogs dataset to…

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Tensorflow / August 5, 2022 / Leave a comment

How to print one log line per every 10 epochs when training models with tensorflow keras?

Issue When I fit the model with: model.fit(X, y, epochs=40, batch_size=32, validation_split=0.2, verbose=2) it prints one log line for each…

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Tensorflow / August 5, 2022 / Leave a comment

Slice 3d-tensor-based dataset into smaller tensor lengths

Issue I have a dataset for training networks, formed out of two tensors, my features and my labels. The shape…

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Tensorflow / August 5, 2022 / Leave a comment

Mobilevit Binary classification ValueError: `logits` and `labels` must have the same shape, received ((None, 2) vs (None, 1))

Issue I am using the colab notebook(https://colab.research.google.com/github/keras-team/keras-io/blob/master/examples/vision/ipynb/mobilevit.ipynb) for mobilevit to train on a dataset I have of 25k pictures for…

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Tensorflow / August 5, 2022 / Leave a comment

Why are my True/False Values with keras so high?

Issue I have 39209 images for training and I’m trying to get the tp, tn, fp, fn values of my…

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Tensorflow / August 5, 2022 / Leave a comment

SageMaker Pipeline – Processing step for ImageClassification model

Issue I’m trying to solve ImageClassification task. I have prepared a code to train, evaluate and deploy tensorflow model in…

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