zzwei1's repositories
Nowcasting
Machine learning model for weather nowcasting (and any type of video prediction)
pretorched-x
Pretrained Image & Video ConvNets and GANs for PyTorch: NASNet, ResNeXt (2D + 3D), ResNet (2D + 3D), InceptionV4, InceptionResnetV2, Xception, DPN, NonLocalNets, R(2+1)D nets, MultiView CNNs, Temporal Relation Networks, BigGANs StyleGANs, etc.
3D-ResNets-PyTorch
3D ResNets for Action Recognition (CVPR 2018)
awesome-action-recognition
A curated list of action recognition and related area resources
CVPR2020-Paper-Code-Interpretation
cvpr2020/cvpr2019／cvpr2018/cvpr2017 papers，极市团队整理
D3Dnet
Repository for "Deformable 3D Convolution for Video Super-Resolution", arXiv, 2020
ENAS-pytorch
PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"
fancy-video-classification
Video Classifiication Paper List
FMCW_Radar_Data_Process
AWR1642原始ADC数据处理
meta-interpolation
Source code for CVPR 2020 paper "Scene-Adaptive Video Frame Interpolation via Meta-Learning"
moving_mnist
Exploring Moving Mnist dataset with forecasting algorithms
Non-local_pytorch
Implementation of Non-local Block.
pytorch-grad-cam
PyTorch implementation of Grad-CAM
RainSense
Toolbox for the processing of precipitation data from disdrometers and MW links
something_else
Code repository for the paper: 'Something-Else: Compositional Action Recognition with Spatial-Temporal Interaction Networks'
squeeze_and_excitation
PyTorch Implementation of 2D and 3D 'squeeze and excitation' blocks for Fully Convolutional Neural Networks
TDAN-VSR-CVPR-2020
TDAN: Temporally-Deformable Alignment Network for Video Super-Resolution, CVPR 2020
unsup3d
(CVPR'20 Oral) Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild
Video_Classification_ResNet3D_Pytorch
Using ResNet3D to train on Kinetics form scratch or fine-tune on UCF-101(or others) with Kinetics pretrained model.