zengxi77 Goto Github PK

accelerating_vgg16

Accelerating VGG16 CNN

ai-based-super-resolution

The mdel can successfully create High Resolution image uptp Three times of its oroginal Size

autoencoders_dictionaries

Simulation Experiments for Provable Dictionary Learning using ReLU Autoencoders

caffe

Caffe: a fast open framework for deep learning.

ccsc_code_iccv2017

This is the source code repository for the ICCV 2017 paper "Consensus Convolutional Sparse Coding".

cgnl-network.pytorch

Compact Generalized Non-local Network (NIPS 2018)

convolutional-dictionary

Implementation and experiments for a (theory) paper on covergence rates of convolutional sparse dictionary learning.

convsparsecoding

Code accompanying the paper M. Sorel, F. Sroubek, "Fast convolutional sparse coding using matrix inversion lemma", Digital Signal Processing, vol. 55, pp.44-51, 2016

coupled-dictionary-training-for-image-super-resolution

Implementation in MATLAB of the algorithm described in the paper: "Coupled Dictionary Training for Image Super-Resolution" by Jianchao Yang et al.

fista_examples

fista_exercise

image-feature-extraction-transfer-learning

CNN Architectures : VGG, Resnet, InceptionNet, XceptionNet

image-restoration-using-srcnn

Deploying the super-resolution convolution neural network (SRCNN) using Keras

image-super-resolution

image-super-resolution-1

Converting a low resolution input into a high resolution version using CNNs

keras-non-local-nets

Keras implementation of Non-local Neural Networks

lapsrn-tensorflow

Tensorflow implementation of the paper "Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution"

lista

LISTA/dictionary learning

lowrankcnn

Low-rank convolutional neural networks

mlbasic

深度学习常用优化方法详解

nlnet

nlrn

Code for Non-Local Recurrent Network for Image Restoration (NeurIPS 2018)

nlrn_v0

Code of Non-Local Recurrent Network for Image Restoration (NeurIPS 2018)

non-local_nets-tensorflow

An implement of Non-local neural networks for tensorflow version

non-local_pytorch

Implementation of Non-local Block.

none_local_block

None_local_block TensorFlow

nonlocal-tf

TensorFlow implementation of the Non-local Neural Network block in its various forms.

ntire2017

Torch implementation of "Enhanced Deep Residual Networks for Single Image Super-Resolution"

python_cv_ai_ml

用python做计算机视觉，人工智能，机器学习，深度学习等

pytorch-vdsr

VDSR (CVPR2016) pytorch implementation