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2s-agcn

Two-Stream Adaptive Graph Convolutional Networks for Skeleton-Based Action Recognition in CVPR19

action-detection

temporal action detection with SSN

actionrecognization

activitynet

This repository is intended to host tools and demos for ActivityNet

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

attention-lvcsr

End-to-End Attention-Based Large Vocabulary Speech Recognition

attentionalpoolingaction

Code/Model release for NIPS 2017 paper "Attentional Pooling for Action Recognition"

awd-lstm-lm

LSTM and QRNN Language Model Toolkit for PyTorch

awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

awesome-rnn

Recurrent Neural Network - A curated list of resources dedicated to RNN

bi-att-flow

Bi-directional Attention Flow (BiDAF) network is a multi-stage hierarchical process that represents context at different levels of granularity and uses a bi-directional attention flow mechanism to achieve a query-aware context representation without early summarization.

char-rnn-tensorflow

Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow

cnn_graph

Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering

convlstm_pytorch

Implementation of Convolutional LSTM in PyTorch.

convolutional-pose-machines-release

Code repository for Convolutional Pose Machines, CVPR'16

cpm

Convolutional Pose Machines in TensorFlow

crfasrnn_keras

CRF-RNN Keras/Tensorflow version

dcgan-tensorflow

A tensorflow implementation of Deep Convolutional Generative Adversarial Networks

deep-features-video

Scripts to extract CNN features from video frames with Keras.

deepdraw

Notebook example of how to generate class visualizations with Caffe

deeplearningframeworks

Demo of running NNs across different frameworks

deepspell

a Deep Learning based Speller

detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

examples

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

facenet

Face recognition using Tensorflow

five-video-classification-methods

Code that accompanies my blog post outlining five video classification methods in Keras and TensorFlow

gated-spatio-temporal-energy-graph

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

genforce

GenForce: an efficient PyTorch library for deep generative modeling (StyleGANv1v2, PGGAN, etc)

handong1587.github.io