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Studying Keras - Convolution Neural Network
1. Concept 2. How to build Models in Keras 2 ways to build models in Keras: - Using Sequential : different predefined layers are stacked in a stack. - Using Functional API to build complex models. E.g: example of using Sequential 1
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How to setup Tensorflow/Keras running on Nvidia GPU
We will use Virtualenv for this set-up. Just following the commands: 1. Install Virtualenv: sudo pip install virtualenv 2. Commands to setup Virtualenv - mkdir virtualws - virtualenv virtualws /keras_demo - cd virtualws /keras_demo/bin - source activate 3. ...
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How to setup Tensorflow/Keras running on Nvidia GPU
We will use Virtualenv for this set-up. Just following the commands: 1. Install Virtualenv: sudo pip install virtualenv 2. Commands to setup Virtualenv - mkdir virtualws - virtualenv virtualws /keras_demo - cd virtualws /keras_demo/bin - source activate 3. ...
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How to setup Tensorflow/Keras running on Nvidia GPU
We will use Virtualenv for this set-up. Just following the commands: 1. Install Virtualenv: sudo pip install virtualenv 2. Commands to setup Virtualenv - mkdir virtualws - virtualenv virtualws /keras_demo - cd virtualws /keras_demo/bin - source activate 3. ...
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How to setup Tensorflow/Keras with Nvidia GPU
We will use Virtualenv for this set-up. Just following the commands: 1. Install Virtualenv: sudo pip install virtualenv 2. Commands to setup Virtualenv - mkdir virtualws - virtualenv virtualws /keras_demo - cd virtualws /keras_demo/bin - source activate 3. ...
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GPU concept
1. GPU - The Graphic Processing Unit (GPU) is a processor that was specialized for processing graphics. But we can implement any algorithm, not only graphics with high efficiency and performance. GPU computing - features: - Massively parallel. - Hundreds of...
GPU concept
GPU concept
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Isolate Python working environment using Virtualenv
While working
on multiple Python projects, you may face the issue that one project need a
version of package that is completely different from the others. Virtualenv supports to resolve this issue by Isolating Python working environments. So dependencies ...
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Convolution
1. Concept Convolution is used in signal
processing and analysis. We can use convolution to construct the
output of system for any arbitrary input signal, if we know the impulse
response of system. 2. Definition The mathematical form of convolution in di...
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