Mohammed Innat

Add GeM layer

3

Close https://github.com/keras-team/keras/issues/16702

Add Generalized Mean Pooling layer

2

**System information**. TensorFlow version (you are using): 2.8 Are you willing to contribute it (Yes/No) : No **Describe the feature and the current behavior/state**. Generalized Mean Pooling (GeM) computes the...

3 Possible Essential Features for `model.summary()`

5

**System information**. TensorFlow version (you are using): 2.4.1 Are you willing to contribute it (Yes/No): No --- **Describe the feature and the current behavior/state**. Total 3 Feature Request, illustrated below....

Called a function referencing variables which have been deleted. `layers.RandomCrop` with Subclass API

8

**System information**. - TensorFlow version (use command below): 2.8 - Environments: Colab ## Describe the problem I've written a model with sub-class API. In the model, I've used augmentation layers,...

[FeatureRequest]: Adding Models Architectures

1

@qubvel Thanks for this great repo. Here is some segmentation model architecture that is worth adding. Please consider adding them to this great repo. - `Unet++` : [Code ](https://github.com/MrGiovanni/UNetPlusPlus/tree/master/keras) -...

What are the equivalent implementation of the following function from `scikit-learn` about [Random Projection?](https://scikit-learn.org/stable/modules/random_projection.html#) ```python from sklearn import random_projection random_projection.johnson_lindenstrauss_min_dim random_projection.GaussianRandomProjection random_projection.SparseRandomProjection random_projection.SparseRandomProjection(compute_inverse_components=True) ``` And how that can be used...

[data request] MVTec AD : Image Anomaly Detection

1

* Name of dataset: MVTec AD * URL of dataset: https://www.mvtec.com/company/research/datasets/mvtec-ad * License of dataset: Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License (CC BY-NC-SA 4.0) * Dataset Paper: [CVPR-LINK](https://openaccess.thecvf.com/content_CVPR_2019/papers/Bergmann_MVTec_AD_--_A_Comprehensive_Real-World_Dataset_for_Unsupervised_Anomaly_CVPR_2019_paper.pdf). * Short...

Strategies to Resampling?

1

Let's say, 3D data with shape `(height, width, depth)`. Now, the `depth` is `100`. After doing some eda, we've found that, out of 100 slices, most of them are black,...

Clarification?

9

I've some queries regarding the approach in the code. 1. [HERE](https://github.com/frankkramer-lab/covid19.MIScnn/blob/master/scripts/run_miscnn.py#L84-L88), you set `analysis="patchwise-crop", patch_shape=(160, 160, 80)`. What does this `analysis` param exactly mean? And what is the relation with...

Hide or Un-Hide Different Branch's Features from Current Branch?

7

# Hide or Un-Hide Different Branch's Features from Current Branch? Let's say, I've created a new git repository, named **GitTest**. Currently, it contains only one branch (`main`). Now, in jupyter...