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ai_notes

machine learning/artificial intelligence notes

bandit-nmt

capsnet-tensorflow

A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules

dcgan

A Tensorflow Implementation of "Deep Convolutional Generative Adversarial Networks" - (EASY to READ)

deep-residual-networks-pyfunt

Python implementation of "Deep Residual Learning for Image Recognition" (http://arxiv.org/abs/1512.03385 - MSRA, winner team of the 2015 ILSVRC and COCO challenges).

deepdenoising

deform-conv

Deformable Convolution in TensorFlow / Keras

deformable-convnets

Deformable Convolutional Networks

delving-deep-into-gans

A curated, quasi-exhaustive list of state-of-the-art publications and resources about Generative Adversarial Networks (GANs) and their applications.

densenet

Densely Connected Convolutional Networks, In CVPR 2017 (oral presentation).

dnc

A TensorFlow implementation of the Differentiable Neural Computer.

drrn_cvpr17

Code for our CVPR'17 paper "Image Super-Resolution via Deep Recursive Residual Network"

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

handong1587.github.io

hello-word

mlsh

ntire2017

progressive_growing_of_gans

Progressive Growing of GANs for Improved Quality, Stability, and Variation

py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

pytorch-deform-conv

PyTorch implementation of Deformable Convolution

pytorch-generative-model-collections

Collection of generative models in Pytorch version.

pytorch-srresnet

pytorch implementation for Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network arXiv:1609.04802v2

srcnn

Source: http://mmlab.ie.cuhk.edu.hk/projects/SRCNN.html

srcnn-tensorflow

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

stackgan

tanda

Learning to Compose Domain-Specific Transformations for Data Augmentation

tensorflow-generative-model-collections

Collection of generative models in Tensorflow

tf.gans-comparison

Implementations of (theoretical) generative adversarial networks and comparison without cherry-picking

the-gan-zoo

A list of all named GANs!