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nafnet icon nafnet

The state-of-the-art image restoration model without nonlinear activation functions.

pnp-sci icon pnp-sci

Plug-and-play Algorithms for Large-scale Snapshot Compressive Imaging (CVPR 2020, Oral)

poisson-deblurring icon poisson-deblurring

Pytorch Code for "Photon Limited Non-Blind Deblurring using Algorithm Unrolling"

pvdnet icon pvdnet

[TOG 2021] Official PyTorch Implementation for "Recurrent Video Deblurring with Blur-Invariant Motion Estimation and Pixel Volumes"

pytorch-image-models icon pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

pytorch-template icon pytorch-template

In this project, we provide a strong template for a PyTorch project. The purpose of this repository is to provide an example (and strong utils on the way) for a deep learning project using PyTorch.

pytorch-template-1 icon pytorch-template-1

Simple project base template for PyTorch deep Learning project. Features clean implementation of DDP training and Hydra config.

revisiting-sepconv icon revisiting-sepconv

an implementation of Revisiting Adaptive Convolutions for Video Frame Interpolation using PyTorch

rnan icon rnan

PyTorch code for our ICLR 2019 paper "Residual Non-local Attention Networks for Image Restoration"

separableflow icon separableflow

Separable Flow: Learning Motion Cost Volumes for Optical Flow Estimation

sgn icon sgn

Official pytorch implementation of the AAAI 2021 paper "Semantic Grouping Network for Video Captioning"

simdeblur icon simdeblur

Simple framework for image and video deblurring, implemented by PyTorch

uabc icon uabc

Universal ABeration Correction Network

unified_framework icon unified_framework

A Unified Framework for Compressive Video Recovery from Coded Exposure Techniques (WACV 2021)

univl icon univl

An official implementation for " UniVL: A Unified Video and Language Pre-Training Model for Multimodal Understanding and Generation"

vcn icon vcn

Volumetric Correspondence Networks for Optical Flow, NeurIPS 2019.

vdtr icon vdtr

Video Deblurring with Transformer

video_features icon video_features

Extract video features from raw videos using multiple GPUs. We support RAFT and PWC flow frames as well as I3D, R(2+1)D, VGGish, ResNet features.

vit-pytorch icon vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

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