Keras Can we use Clustering at the bottom of 3D unet in image segmentation any one plz show implementation

Comment From: dhantuleHi @ashaq-ashraf-res, Could you provide some sample code of what you're trying to implement? Thank...

Keras How Do I Track a List of Objects for Export?

I define an EnsembleModel class that is constructed from a list of other Keras models.class EnsembleModel(keras.Model): ...

Keras calculate score calculation within callback

import kerasdef get_model(): model = keras.Sequential() model.add(keras.layers.Dense(1)) model.compile( ...

Keras keras version of numpy.signbit results in OverflowError on Windows

Hit overflow error while training tf.keras.Sequential classifier on Windows Specifically: OverflowError: Python int too ...

Keras Support for type hints is not implemented

Keras is not friendly to typed python developers and lintersThe package is written in the style of versions prior to 3.5...

Keras clarification of using preprocessing with tf.data with multiple backend

Say, I have a preprocessing layer, i.e. image resize or any augmentation methods, build with keras.ops. And I use it wit...

Keras TypeError: Could not locate class 'keras.Model'. Make sure custom classes are decorated with @keras.saving.register_keras_serializable()

Follow up of this issue https://github.com/keras-team/keras/issues/20979The given solutions works on the same running no...

Keras Use JAX's AbstractMesh in distribution lib

In the JAX distribution lib, use AbstractMesh instead of Mesh since it doesn't result in a JIT cache misses when the dev...

Keras Memory leak/crash on torch backend

Working on a mini-gpt example for @monicadsong. Loads a decently large (few GB) tf.data.Dataset. Colab:https://colab.res...

Keras Several Problems when using Keras Image Augmentation Layers to Augment Images and Masks for a Semantic Segmentation Dataset

In the following, I will try to tell you a bit of my “story” about how I read through the various layers and (partly out...

Keras Tensorflow Variable Aggregation testing in Keras 3.7.0

Forking this from: https://github.com/keras-team/keras/issues/20568Specifically tagging @james77777778.tl; dr: It's SUM....

Keras Is this Bug?

Issue Description:I am running CycleGAN training using Keras v3.8.0 and have observed the following behavior during the ...

Keras EfficientNetLiteB0Backbone in KerasHub

Hello together,I am currently trying to migrate my code to KerasHub, as it seems for KerasCV the documentation is gone n...

Keras PyTorch error when using dot_product_attention "RuntimeError: (*bias): last dimension must be contiguous"

Test caseMultiHeadAttentionTest::test_query_mask_propagation has been disabled on GPUError: def dot_product_attentio...

Keras Keras featurespace error in environment without TensoFlow

I am trying to use a Keras feature space during inference to create a data window. input_window= input_featurespace({'te...

Keras Custom child layers are already built at instantiation when the parent has not state, even if the subclass expects build.

Since Keras 3.6.0 (commit 19ba3d1 and PR #20175), some layers with no state are built at instantiation (self.built = Tru...

Keras Improved Backend Checking

Before :requires_trainable_backend = pytest.mark.skipif( backend() == "numpy" or backend() == "openvino", reason="...

Keras Ensured torch import is properly handled

Before :try: import torch # noqa: F401except ImportError: passAfter :try: import torch # noqa: F401except Imp...

Keras EarlyStopping with list of metrics to monitor

In addition to this example:callback = keras.callbacks.EarlyStopping(monitor='val_loss')Allow monitoring of multiple met...

Keras training with multiple losses

Hello,I frequently run into the same issue: I have a model with a single output and would like to use multiple weighted ...

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