Pinned Repositories
adversarial
Code and hyperparameters for the paper "Generative Adversarial Networks"
awesome-rnn
Recurrent Neural Network - A curated list of resources dedicated to RNN
bayesian-video-super-resolution
Bayesian video super-resolution
BRCN
A unofficial implementation of paper method that 'Bidirectional Recurrent Convolutional Networks for Multi-Frame Super-Resolution'
caffe
Caffe: a fast open framework for deep learning.
caffe-lowlevel
Project for paper "Learning Recursive Filters for Low-Level Vision via a Hybrid Neural Network", ECCV 2016
caffe-windows
Configure Caffe in one hour for Windows users.
Codes-for-Lane-Detection
Codes for the CNN-based lane detection models
coding-interviews
剑指Offer
mxnet-ssd
MXNet port of SSD: Single Shot MultiBox Object Detector. Reimplementation of https://github.com/weiliu89/caffe/tree/ssd
wind222's Repositories
wind222/mxnet-ssd
MXNet port of SSD: Single Shot MultiBox Object Detector. Reimplementation of https://github.com/weiliu89/caffe/tree/ssd
wind222/awesome-rnn
Recurrent Neural Network - A curated list of resources dedicated to RNN
wind222/bayesian-video-super-resolution
Bayesian video super-resolution
wind222/BRCN
A unofficial implementation of paper method that 'Bidirectional Recurrent Convolutional Networks for Multi-Frame Super-Resolution'
wind222/caffe-lowlevel
Project for paper "Learning Recursive Filters for Low-Level Vision via a Hybrid Neural Network", ECCV 2016
wind222/Codes-for-Lane-Detection
Codes for the CNN-based lane detection models
wind222/coding-interviews
剑指Offer
wind222/ConvLSTM
Spatio-temporal video autoencoder with convolutional LSTMs
wind222/Convolution-in-RNN
Convolution Neural Network in RNN (GRU、LSTM、etc)
wind222/cs231n.github.io
Public facing notes page
wind222/deep_cnn
Deep convolution neural network project with TensorFlow
wind222/DeepFace
Face analysis mainly based on Caffe. At this time, face analysis tasks like detection, alignment and recognition have been done.
wind222/DenseNet
DenseNet implementation in Keras
wind222/DenseNetCaffe
Caffe code for Densely Connected Convolutional Networks (DenseNets)
wind222/DnCNN
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising
wind222/Face-Hallucination-For-Video-Surveillance-Graduation-Project-
a novel face hallucination algorithm to synthesize a high-resolution face image from several low-resolution input face images. Face hallucination normally uses twomodels: a global parametricmodel which synthesizes the global face shapes from eigenfaces, and a local parametric model which enhances the local high frequency details.We follow a similar process to develop a robust face hallucination algorithm. First, we obtain eigenfaces from a number of low resolution face images segmented from a video sequence using a face tracking algorithm. Then we compute the difference between an interpolated low-resolution face and a mean face, and use this difference as the query to retrieve an approximate sparse eigenface representation. The eigenfaces are combined using the coefficients obtained from the sparse representation and added into the interpolated low-resolution face. In this way, the global shape of the interpolated low resolution face can be successfully enhanced. Second, we improve the example-based super-resolution method for local high frequency information enhancement. Our proposed algorithm uses the Approximate Nearest Neighbors (ANN) search method to find a number of nearest neighbors for a stack of queries, instead of finding the exact match for each low frequency patch. Median filtering is used to remove the noise from the nearest neighbors in order to enhance the signal. Our proposed algorithm uses a sparse representation and the ANN method to enhance both global face shape and local high frequency information while greatly improving the processing speed, as confirmed empirically.
wind222/Face-Hallucination-of-Facial-Components
FH by Neighbor Embedding Facial Components
wind222/Face_Hallucination_CNN
wind222/FRRN
Full Resolution Residual Networks for Semantic Image Segmentation
wind222/FudanOCR
A toolbox of scene text detection and recognition
wind222/Generative-Adversarial-Network-Demo
Generative Adversarial Network Demo for Fresh Machine Learning #2
wind222/generative-adversial
image generation via GANs
wind222/keras
Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.
wind222/LSTM-and-maxlayer-for-SNV-based-phenotype-prediction
Source code used in my MSc thesis "LSTM and convolutional neural networks for SNV-based phenotype prediction Long Short-Term Memory and convolutional neural networks for SNV-based phenotype prediction"
wind222/neural-enhance
Super Resolution for images using deep learning.
wind222/Photo-Realistic-Super-Resoluton
Torch Implementation of "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network"
wind222/rcnn
Recurrent & convolutional neural network modules
wind222/SN-GAN
pyTorch implementation of Spectral Normalization for Generative Adversarial Networks
wind222/SR-LicensePlate
This is a repository about the paper A.N. Vicente and H. Pedrini: "A Learning-Based Single-Image Super-Resolution Method for Very Low Quality License Plate Images"
wind222/SRGAN
A tensorflow implemenation of Christian et al's SRGAN(super-resolution generative adversarial network)