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Showing posts with the label Keras

Custom Callback After Each Epoch To Log Certain Information

I know how to save the model after every epoch: savemodel = ModelCheckpoint(filepath='models/mo… Read more Custom Callback After Each Epoch To Log Certain Information

How To Convert Rgb Images To Grayscale, Expand Dimensions Of That Grayscale Image To Use In Inceptionv3?

I'm training a Keras model and I have training images in RGB format. I want to train my model b… Read more How To Convert Rgb Images To Grayscale, Expand Dimensions Of That Grayscale Image To Use In Inceptionv3?

Training Multiple Input And Output Keras Model (valueerror: Failed To Convert A Numpy Array To A Tensor (unsupported Object Type List))

I have six different Sequnstial Keras models and I desire to concatenate them like the following: M… Read more Training Multiple Input And Output Keras Model (valueerror: Failed To Convert A Numpy Array To A Tensor (unsupported Object Type List))

Transfer Learning, Wrong Dense Layer's Shape

I am trying to apply transfer learning to my ANN for image classification. I have found an example … Read more Transfer Learning, Wrong Dense Layer's Shape

What Is Data Type For Python Keras Deep Learning Package?

I didn't find anything about data type that we need to work with Python Keras deep learning pac… Read more What Is Data Type For Python Keras Deep Learning Package?

What Is The Right Way To Manipulate The Shape Of A Tensor When There Are Unknown Elements In It?

Let's say that I have a tensor of shape (None, None, None, 32) and I want to reshape this to (N… Read more What Is The Right Way To Manipulate The Shape Of A Tensor When There Are Unknown Elements In It?

Keras/scikit-learn: Using Fit_generator() With Cross Validation

Is it possible to use Keras's scikit-learn API together with fit_generator() method? Or use ano… Read more Keras/scikit-learn: Using Fit_generator() With Cross Validation

Resnet Model In Keras And Tf.keras Give Different Output For The Same Image

For a given image, I'm extracting ResNet features i.e. after all conv layers and global max poo… Read more Resnet Model In Keras And Tf.keras Give Different Output For The Same Image