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causality

Tools for causal analysis

conv_arithmetic

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

convnetdraw

Draw multi-layer neural network in your browser

darknet

Convolutional Neural Networks

dorn

draw_convnet

edsr-tensorflow

Tensorflow implementation of Enhanced Deep Residual Networks for Single Image Super-Resolution

espcn-tensorflow

An implementation of the Efficient Sub-Pixel Convolutional Neural Network in TensorFlow

esrgan

ECCV18 Workshops - Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution (Third Region)

gan

Resources and Implementations of Generative Adversarial Nets: GAN, DCGAN, WGAN, CGAN, InfoGAN

keras-mmoe

A TensorFlow Keras implementation of "Modeling Task Relationships in Multi-task Learning with Multi-gate Mixture-of-Experts" (KDD 2018)

lapsrn-tensorflow

Tensorflow implementation of the paper "Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution"

models

Models built with TensorFlow

netscope

Neural network visualizer

plotneuralnet

Latex code for making neural networks diagrams

pouch

PouchContainer is an open-source project created to promote the container technology movement.

pytorch-lapsrn

Pytorch implementation for LapSRN (CVPR2017)

pytorch-srresnet

pytorch implementation for Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network arXiv:1609.04802

senet

Squeeze-and-Excitation Networks

srcnn-tensorflow

Image Super-Resolution Using Deep Convolutional Networks in Tensorflow https://arxiv.org/abs/1501.00092v3

srgan

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

super-resolution

collection of super-resolution models & algorithms

tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-resnet

ResNet model in TensorFlow

tensorflow-vdsr

A tensorflow implementation of "Accurate Image Super-Resolution Using Very Deep Convolutional Networks", CVPR 16'

tf-faster-rcnn

Tensorflow Faster RCNN for Object Detection

tikz_cnn

Macro to draw architecture of convolutional neural nets in tikz.

zssr

"Zero-Shot" Super-Resolution using Deep Internal Learning