nharbour + autoencoder   43

dreasysnail/textCNN_public
GitHub is where people build software. More than 28 million people use GitHub to discover, fork, and contribute to over 85 million projects.
tensorflow  convolutional  seq2seq  autoencoder  deep-learning  github 
july 2018 by nharbour
ymym3412/textcnn-conv-deconv-pytorch: text convolution-deconvolution auto-encoder model in PyTorch
GitHub is where people build software. More than 28 million people use GitHub to discover, fork, and contribute to over 85 million projects.
pytorch  convolutional  seq2seq  autoencoder  deep-learning  github 
july 2018 by nharbour
Seq2Seq-PyTorch/nmt_autoencoder.py at master · MaximumEntropy/Seq2Seq-PyTorch
GitHub is where people build software. More than 28 million people use GitHub to discover, fork, and contribute to over 85 million projects.
autoencoder  pytorch  nlp  lstm  deep-learning  seq2seq 
july 2018 by nharbour
Brain MRI image segmentation using Stacked Denoising Autoencoders
Jigar Bandaria was an Insight Health Data Science Fellow (Summer 2017), and currently works as a Data Scientist at OM1 inc. Previously, Jigar was a postdoctoral fellow at University of California…
autoencoder  deep-learning  images  denoising  sdae 
october 2017 by nharbour
New Example: Stacked Autoencoder by mthrok · Pull Request #371 · fchollet/keras
keras - Deep Learning library for Python. Runs on TensorFlow, Theano, or CNTK.
autoencoder  keras  deep-learning  example 
october 2017 by nharbour
Training Autoencoders on ImageNet Using Torch 7 · Siavash Khallaghi
function autoencoder:initialize()
local pool_layer1 = nn.SpatialMaxPooling(2, 2, 2, 2)
local pool_layer2 = nn.SpatialMaxPooling(2, 2, 2, 2)

self.net = nn.Sequential()
self.net:add(nn.SpatialConvolution(3, 12, 3, 3, 1, 1, 0, 0))
self.net:add(nn.ReLU())
self.net:add(nn.SpatialConvolution(12, 12, 3, 3, 1, 1, 0, 0))
self.net:add(nn.ReLU())
self.net:add(pool_layer1)
self.net:add(nn.SpatialConvolution(12, 24, 3, 3, 1, 1, 0, 0))
self.net:add(nn.ReLU())
self.net:add(po...
imagenet  autoencoder  deep-learning 
october 2017 by nharbour
Image-Retrieval/autoencoder_training.py at 6ec7d8e4001b732b6859d9c6020f32ac1da49662 · OliverEdholm/Image-Retrieval
Image-Retrieval - Image retrieval program made in Tensorflow supporting VGG16, VGG19, InceptionV3 and InceptionV4 pretrained networks and own trained Convolutional autoencoder.
vgg16  autoencoder  deep-learning 
october 2017 by nharbour
Autoencoders — Deep Learning bits #1 – Hacker Noon
In the “Deep Learning bits” series, we will not see how to use deep learning to solve complex problems end-to-end as we do in A.I. Odyssey. We will rather look at different techniques, along with…
autoencoder  mnist  deep-learning 
october 2017 by nharbour

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