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keras source: inst/doc/applications.R

application_inception_v3: Inception V3 model, with weights pre-trained on ImageNet. application_mobilenet: MobileNet model architecture. application_mobilenet_v2: MobileNetV2 model architecture; application_nasnet: Instantiates a NASNet model. application_resnet50: ResNet50 model for Keras. application_vgg: VGG16 and VGG19 models for Keras.

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Install Keras and the TensorFlow backend — .

GPU Installation. Keras and TensorFlow can be configured to run on either CPUs or GPUs. The CPU version is much easier to install and configure so is the best starting place especially when you are first learning how to use Keras.

keras: Deep Learning in R - DataCamp

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3 ways to create a Keras model with TensorFlow .

2019-10-28· Keras and TensorFlow 2.0 provide you with three methods to implement your own neural network architectures:, Sequential API, Functional API, and Model subclassing. Inside of this tutorial you'll learn how to utilize each of these methods, including how to choose the right API for the job.

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Understanding LSTM and its quick .

Here, I used LSTM on the reviews data from Yelp open dataset for sentiment analysis using keras. This is what my data looks like. Dataset. I used Tokenizer to vectorize the text and convert it into sequence of integers after restricting the tokenizer to use only top most common 2500 words.

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Set up GPU Accelerated Tensorflow & Keras on .

In this post I will outline how to configure & install the drivers and packages needed to set up Keras deep learning framework on Windows 10 on both GPU & CPU systems. Keras is a high-level neural.

Application - Keras

from keras.applicationsception_v3 import InceptionV3 from keras.preprocessing import image from keras.models import Model from keras.layers import Dense, GlobalAveragePooling2D from keras import backend as K # create the base pre-trained model base_model = InceptionV3(weights='imagenet', include_top=False) # add a global spatial average pooling layer x = base_model.output x ...