Balík: python3-keras-applications (1.0.6-1)

[ Zdroj: keras-applications  ]

popular models and pre-trained weights for the Keras deep learning framework

Keras is a Python library for machine learning based on deep (multi- layered) artificial neural networks (DNN), which follows a minimalistic and modular design with a focus on fast experimentation.

Features of DNNs like neural layers, cost functions, optimizers, initialization schemes, activation functions and regularization schemes are available in Keras a standalone modules which can be plugged together as wanted to create sequence models or more complex architectures. Keras supports convolutions neural networks (CNN, used for image recognition resp. classification) and recurrent neural networks (RNN, suitable for sequence analysis like in natural language processing).

It runs as an abstraction layer on the top of Theano (math expression compiler) by default, which makes it possible to accelerate the computations by using (GP)GPU devices. Alternatively, Keras could run on Google's TensorFlow (not yet available in Debian).

Keras Applications is the applications module of the Keras deep learning library. It provides model definitions and pre-trained weights for a number of popular architectures, such as VGG16, ResNet50, Xception, MobileNet, and more.

Ostatné balíky súvisiace s balíkom python3-keras-applications

• dep: python3

  interaktívny vysokoúrovňový objektovo orientovaný jazyk (predvolená verzia python3)

• dep: python3-h5py

  rozhranie k hdf5 na všeobecné účely pre Python 3

• dep: python3-numpy

  schopnosti rýchlych polí do jazyka Python 3

• rec: python3-keras

  deep learning framework running on Theano or TensorFlow

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