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transposedconvolution

Here are 10 public repositories matching this topic...

many-facedgod / Numpy-Atrous-Transposed-CNN

A Numpy implementation of the dilated/atrous CNNs proposed by Yu et al. as well as transposed convolutions.

deep-learning convolutional-neural-networks dilatednet transpose-convolution im2row transposedconvolution dilated-convolution

Updated Jan 2, 2020
Python

Jarvis73 / conv_arithmetic

Convolution and Transposed Convolution in a Matrix Multiplication View

animation matrix gif convolution deconvolution transposedconvolution

Updated Apr 18, 2021
Python

piyush2896 / Convolution-and-Variants

Notebook and resources for https://predictiveprogrammer.com/convolution-and-variants/

neural-network excel convolution depthwiseseparableconvolution transposedconvolution predictiveprogrammer

Updated Nov 28, 2018
Jupyter Notebook

m-niemeyer / generative-adversarial-networks-tutorial

A tutorial about generative adversarial networks with the example of generating handwritten digits

python tutorial deep-neural-networks deep-learning jupyter-notebook generative-adversarial-network gan generative-model convolutional-neural-networks handwritten-digit-dataset transposedconvolution

Updated Jun 3, 2018
Jupyter Notebook

akutzer / numpy_cnn

Small NeuralNet-Framework implemented with NumPy (Convolution|TransposeConv|Linear)

numpy convolution pooling transposedconvolution numpy-neural-network

Updated Feb 2, 2020
Python

hector-sab / Deconvolution-Tensorflow

Function for transpose convolution or 'deconvolution' in tensorflow

tensorflow deconvolution transpose-convolution transposedconvolution

Updated Feb 3, 2018
Python

qdm097 / MNIST-WGAN

A C# WGAN.

neural-network cnn generative-adversarial-network gan mnist rnn convolution image-generation residual-networks wgan rmsprop upscaling wasserstein-gan pooling batchnorm mnist-generation transposedconvolution number-generator partial-convolution-based-padding

Updated Jun 17, 2020
C#

qdm097 / MNIST-CNN

Digit recognition neural network using the MNIST dataset. Features include a full gui, convolution, pooling, momentum, nesterov momentum, RMSProp, batch normalization, and deep networks.

neural-network mnist neural-networks mnist-dataset image-classification image-recognition convolution convolutional-neural-networks gradient-descent neural-nets rmsprop stochastic-gradient-descent neuralnetworks pooling batchnorm nesterov-accelerated-sgd mnist-handwriting-recognition transposedconvolution nesterov-momentum

Updated Jun 8, 2020
C#

Trisha1208 / Semantic-Image-Segmentation-for-Urban-Scene-Understanding

FCN with Resnet50 Encoder, Transfer Learning, Tensor flow, Keras

deep-learning convolutional-neural-networks transfer-learning semantic-segmentation fully-convolutional-networks fully transposedconvolution transposed

Updated May 6, 2021
Jupyter Notebook

zhouqingping / conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

convolution transposedconvolution

Updated Jan 11, 2018
TeX

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