mosquitobite

bjontegaard_metrics

Bjontegaard metric computation in the python language

ConvLSTM_pytorch

Implementation of Convolutional LSTM in PyTorch.

DAIN

Depth-Aware Video Frame Interpolation (CVPR 2019)

DCNv2

Deformable Convolutional Networks v2 with Pytorch

DeepCABAC

deeplearning-models

A collection of various deep learning architectures, models, and tips

Deformable-Convolution-V2-PyTorch

Deformable ConvNets V2 (DCNv2) in PyTorch

DLVC

EDVR

Winning Solution in NTIRE19 Challenges on Video Restoration and Enhancement (CVPR19 Workshops) - Video Restoration with Enhanced Deformable Convolutional Networks

flownet2-pytorch

Pytorch implementation of FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

HEVC-Complexity-Reduction

Source programs to test the deep-learning-based complexity reduction approach for HEVC, at both intra- and inter-modes.

image-compression-benchmarking

Image compression codecs benchmark inspired by Google's "Full Resolution Image Compression with Recurrent Neural Networks"

OpticalFlowToolkit

Python-based optical flow toolkit for existing popular dataset

PerceptualSimilarity

LPIPS metric. pip install lpips

PlotNeuralNet

包含PlotNeuralNet绘制神经网络结构图的教程源码

prednet

Code and models accompanying "Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning"

pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

PWC-Net

PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume, CVPR 2018 (Oral)

pytorch-OpCounter

Count the MACs / FLOPs of your PyTorch model.

pytorch-spynet

a reimplementation of Optical Flow Estimation using a Spatial Pyramid Network in PyTorch

residual-attention-network

Residual Attention Network for Image Classification

Residual-Encoding-for-Domain-Specific-Video

A Video Codec using CNN with H.264 to Achieve High Compression Ratio

sepconv-slomo

an implementation of Video Frame Interpolation via Adaptive Separable Convolution using PyTorch

skipnet

Learning Dynamic Routing in Convolutional Networks

SVT-AV1

Welcome to the GitHub repo for the SVT-AV1 encoder! To see a list of feature request and view what is planned for the SVT-AV1 encoder, visit our Trello page: http://bit.ly/SVT-AV1 Help us grow the community by subscribing to our SVT-AV1 mailing list! http://bit.ly/svt-av1-mailing

test

just for testing

torch-fidelity

High-fidelity performance metrics for generative models in PyTorch

zjuthesis

Zhejiang University Graduation Thesis LaTeX Template