Zengming(Zack) Shen's repositories
stanford-cs-230-deep-learning
VIP cheatsheets for Stanford's CS 230 Deep Learning
3D-ResNets-PyTorch
3D ResNets for Action Recognition (CVPR 2018)
3DUnetCNN
Keras 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation
a-PyTorch-Tutorial-to-Image-Captioning
Show, Attend, and Tell | a PyTorch Tutorial to Image Captioning
ARNet
CVPR 2018 - Regularizing RNNs for Caption Generation by Reconstructing The Past with The Present
brats17
Brain tumor segmentation for MICCAI 2017 BraTS challenge
CARN-pytorch
Official implementation of Efficient Cascading Residual Network for SR
cityscapesScripts
README and scripts for the Cityscapes Dataset
densecap
Dense image captioning in Torch
DenseVideoCaptioning
Official Tensorflow Implementation of the paper "Bidirectional Attentive Fusion with Context Gating for Dense Video Captioning" in CVPR 2018
differentiable-renderer
Rastering algorithm to approximate the rendering of a 3D model silhouette in a fully differentiable way.
doc2vec
Python scripts for training/testing paragraph vectors
download_google_drive
Download files from Google Drive using Python 2 or Python 3
FAST
Framework for Heterogeneous Medical Image Computing and Visualization
Green-Removal
Remove Green Colour from Image and put new background image using Machine Learning OpenCV library
image-paragraph-captioning
PyTorch implementation of Training for Diversity in Image Paragraph Captioning
kinetics-i3d
Convolutional neural network model for video classification trained on the Kinetics dataset.
pytorch-CycleGAN-and-pix2pix
Image-to-image translation in PyTorch (e.g., horse2zebra, edges2cats, and more)
pytorch-examples
Simple examples to introduce PyTorch
RDN
Torch code for our CVPR 2018 paper "Residual Dense Network for Image Super-Resolution" (Spotlight)
show-attend-and-tell
TensorFlow Implementation of "Show, Attend and Tell"
tensorflow-resnet-segmentation
ResNet TensorFlow for semeantic segmentation
tensorflow_cookbook
Code for Tensorflow Machine Learning Cookbook
video-classification-3d-cnn-pytorch
Video classification tools using 3D ResNet