suytingwan

pose-tensorflow

Human Pose estimation with TensorFlow framework

youtube-8m

Starter code for working with the YouTube-8M dataset.

youtube-8m

The 2nd place Solution to the Youtube-8M Video Understanding Challenge by Team Monkeytyping (based on tensorflow)

pytorch-fcn

PyTorch Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)

kaggle_carvana_segmentation

Code for the 1st place model in Carvana Image Masking Challenge

TernausNet

UNet model with VGG11 encoder pre-trained on Kaggle Carvana dataset

cnn-re-tf

Convolutional Neural Network for Multi-label Multi-instance Relation Extraction in Tensorflow

DeepMIML

A Keras implementation of the DeepMIML Network for multi-instance multi-label learning

pointer-generator

Code for the ACL 2017 paper "Get To The Point: Summarization with Pointer-Generator Networks"

Kaggle_AllenAIscience

My solution for the Kaggle "Allen AI science challenge"

ImageCaptioning.pytorch

I decide to sync up this repo and self-critical.pytorch. (The old master is in old master branch for archive)

DenseNet

Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award).

densenet.pytorch

A PyTorch implementation of DenseNet.

efficient_densenet_pytorch

A memory-efficient implementation of DenseNets

LSA_Classification

Text classification example in Python using Latent Semantic Analysis (LSA)

lda

Topic modeling with latent Dirichlet allocation using Gibbs sampling

Faster-RCNN_TF

Faster-RCNN in Tensorflow

SeqGAN

Implementation of Sequence Generative Adversarial Nets with Policy Gradient

tensorflow-fcn

An Implementation of Fully Convolutional Networks in Tensorflow.

fcn.berkeleyvision.org

Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.

TextguidedATT

The implementation of Text-guided Attention Model for Image Captioning

DCGAN-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

StackGAN

bottom-up-attention

Bottom-up attention model for image captioning and VQA, based on Faster R-CNN and Visual Genome

py-faster-rcnn

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

show_attend_and_tell.tensorflow

Carvana-NoOne

A solution to the Carvana Image Masking Challenge on Kaggle (based on tensorflow)

AI_Challenger_2017

AI Challenger, a platform for open datasets and programming competitions to artificial intelligence (AI) talents around the world.

tensorflow

An Open Source Machine Learning Framework for Everyone

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.