Zengming(Zack) Shen's repositories
Medical-Image-Caption
Medical image caption ImageCLEF 2018
3d-unet
Chainer implementations of 3D UNet
ARNet
CVPR 2018 - Regularizing RNNs for Caption Generation by Reconstructing The Past with The Present
cider
python codes for CIDEr - Consensus-based Image Caption Evaluation
cnn-benchmarks
Benchmarks for popular CNN models
cycle-gan-tf
Reimplementation of cycle-gan(https://arxiv.org/pdf/1703.10593.pdf) with improved w-gan(https://arxiv.org/abs/1704.00028) loss in tensorflow.
CycleGAN
Tensorflow implementation of CycleGANs
cyclegan-1
Tensorflow implementation of CycleGANs
Deep-learning-materials-archive
Deep learning materials archive
Deep-Learning-on-Medical-Image
some materials about deep learning on medical image like x-rays, MRI, CT
im2p-tensorflow
Implementation of CVPR2017 paper "A Hierarchical Approach for Generating Descriptive Image Paragraphs" in Tensorflow (in progress...)
kinetics_i3d_pytorch
Inflated i3d network with inception backbone, weights transfered from tensorflow
MSR-VTT-Challenge
Video to Language Challenge (MSR-VTT Challenge 2016)
neuraltalk2
Efficient Image Captioning code in Torch, runs on GPU
paragraph-vectors
:page_facing_up: A PyTorch implementation of Paragraph Vectors (doc2vec)
PhotographicImageSynthesis
Photographic Image Synthesis with Cascaded Refinement Networks
pix2pix
Image-to-image translation with conditional adversarial nets
pix2pix-tensorflow-1
Tensorflow port of Image-to-Image Translation with Conditional Adversarial Nets https://phillipi.github.io/pix2pix/
pycocoevalcap
Python 3 support for the MS COCO caption evaluation tools
Receptive-Field-in-Pytorch
Numerical Computation of Receptive Field in Pytorch
relative-depth-using-pytorch
Depth from a single RGB image using crowd-sourcing relative-depth datasets. The pytorch implementation of the NIPS paper: Single-Image Depth Perception in the Wild.
self-critical.pytorch
Unofficial pytorch implementation for Self-critical Sequence Training for Image Captioning
SNNs
Tutorials and implementations for "Self-normalizing networks"
tensorflow-pix2pix
A lightweight pix2pix Tensorflow implementation.
UNet-Zoo
A collection of UNet and hybrid architectures in PyTorch for 2D and 3D Biomedical Image segmentation
unsupervised-learning-document-clustering
Document clustering and topic modelling with Python